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Koza_3_GoOut.log

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Last change on this file was 16618, checked in by hmaislin, 6 years ago
#2929: Added C and Go benchmark logs, fixed some MultiTest problems
File size: 59.8 KB

Line
1	Initializing Go System (12 threads)
2	ExprTypes:
3	---------------
4	NULL: 0
5	STARTLEAF: 1
6	CONSTANT: 2
7	TIME: 4
8	SYSTEM: 5
9	VAR: 6
10	LASTLEAF: 7
11	STARTFUNC: 8
12	NEG: 9
13	ABS: 10
14	SQRT: 11
15	SIN: 12
16	COS: 13
17	TAN: 14
18	EXP: 15
19	LOG: 16
20	LASTFUNC: 17
21	POWI: 18
22	POWF: 19
23	POWE: 20
24	DIV: 21
25	ADD: 22
26	MUL: 23
27	EXPR_MAX: 24
28	STARTVAR: 25
29	Parsing Main Config: config/main/main_default.cfg
30	{data/ config/ runs/ prob/prob_default.cfg [pge/pge_default.cfg]}
31	Init'n PGE1
32	----------
33	Parsing Problem Config: prob/bench/Koza_3.cfg
34	Prob: &{Koza_3 [] <nil> 1000 benchmark [benchmark/Koza_3.trn] [benchmark/Koza_3.tst] [] [] 0.01 0 [0] [] [] [] 0xc0000d6000}
35	TCfg: &{50 6 4 1 [Add] [Add Mul Div] [Var ConstantF] [Add Mul Div] [ADD] [ADD MUL DIV] [VAR CONSTANTF] [ADD MUL DIV] [( [a] )] [( [a] ) [m] { nil }/{ nil }] [X_0 0.0000e+00] [( [a] ) [m] { nil }/{ nil }] false {false false false 0 0 false} [0] 0 0 0 0 0 0 0 0 0 false 0}
36
37	LogDir: runs/Koza_3/pge/
38	Setting up problem: Koza_3
39	Reading Trainging File: benchmark/Koza_3.trn
40	Var Names = [f(xs)] \| [x]
41	Point(%d): %v
42	0 {[-0.401577] [0.113446]}
43	Point(%d): %v
44	100 {[0.359543] [0.098009]}
45	Point(%d): %v
46	200 {[] []}
47	Num Points: 200
48	Reading Testing File: benchmark/Koza_3.tst
49	Var Names = [f(xs)] \| [x]
50	Point(%d): %v
51	0 {[0.976468] [0.002063]}
52	Point(%d): %v
53	100 {[0.016135] [0.00026]}
54	Point(%d): %v
55	200 {[0.8077] [0.078833]}
56	Point(%d): %v
57	300 {[0.782524] [0.092021]}
58	Point(%d): %v
59	400 {[0.457273] [0.130796]}
60	Point(%d): %v
61	500 {[0.635389] [0.143543]}
62	Point(%d): %v
63	600 {[-0.358138] [0.09747]}
64	Point(%d): %v
65	700 {[-0.162701] [0.025089]}
66	Point(%d): %v
67	800 {[0.158731] [0.023942]}
68	Point(%d): %v
69	900 {[0.965297] [0.004334]}
70	Point(%d): %v
71	1000 {[-0.228058] [0.046741]}
72	Point(%d): %v
73	1100 {[0.712282] [0.123137]}
74	Point(%d): %v
75	1200 {[-0.846211] [0.057726]}
76	Point(%d): %v
77	1300 {[-0.4819] [0.136892]}
78	Point(%d): %v
79	1400 {[-0.016598] [0.000275]}
80	Point(%d): %v
81	1500 {[0.537058] [0.146041]}
82	Point(%d): %v
83	1600 {[-0.703867] [0.126132]}
84	Point(%d): %v
85	1700 {[-0.726085] [0.11785]}
86	Point(%d): %v
87	1800 {[-0.211116] [0.040686]}
88	Point(%d): %v
89	1900 {[0.920212] [0.019877]}
90	Point(%d): %v
91	2000 {[] []}
92	Num Points: 2000
93
94	Parsing PGE Config: config/pge/pge_default.cfg
95
96	******************************************************
97
98	Init'n PGE
99	Roots: [Add]
100	Nodes: [Add Mul Div]
101	Leafs: [Var ConstantF]
102	NonTrig: [Add Mul Div]
103	Use Vars: [0]
104	Roots: [( [a] )]
105	Nodes: [( [a] ) [m] { nil }/{ nil }]
106	Leafs: [X_0]
107	NonTrig: [( [a] ) [m] { nil }/{ nil }]
108	generating initial expressions
109	&{50 6 4 1 [Add] [Add Mul Div] [Var ConstantF] [Add Mul Div] [ADD] [ADD MUL DIV] [VAR CONSTANTF] [ADD MUL DIV] [( [a] )] [( [a] ) [m] { nil }/{ nil }] [X_0 0.0000e+00] [( [a] ) [m] { nil }/{ nil }] false {false false false 0 0 false} [0] 0 0 0 0 0 0 0 0 0 false 0}
110	Initial Add: [( C_1 ) ( C_-1*X_0 )]
111	0: ( C_1 )
112	1: ( C_-1*X_0 )
113
114	******************************************************
115
116	Running Main
117	numSrch = 1
118	Running PGE
119	in: PS.step() 0
120	pop/push(0,0): ( C_0 )
121	Testscore 2000
122	Best New Min Error: ( C_0 )
123	coeff: [0.07980850499999992]
124	size: 2 depth: 2
125	uId: 0 pId: 0
126	iId: 0 tId: 0
127
128	train NaNs: 0
129	train L1: 0.046552
130
131	test NaNs: 0
132	test Evals: 2000
133	test L1: 0.046653
134	test L2: 0.052102
135
136	pop/push(1,1): ( C_0*X_0 )
137	Testscore 2000
138
139
140	in: PS.step() 1
141	pop/push(0,2): C_0*X_0
142	Testscore 2000
143	pop/push(1,3): C_0*(X_0)^2
144	Testscore 2000
145	pop/push(2,4): ( C_0 + C_1*X_0 )
146	Testscore 2000
147	Gen: 0
148
149
150	in: PS.step() 2
151	pop/push(0,5): ( C_0 + C_1 )
152	Testscore 2000
153	pop/push(1,6): C_0*(X_0)^4
154	Testscore 2000
155	pop/push(2,7): ( C_0 + { C_1 }/{ X_0 } )
156	Testscore 2000
157	Gen: 1
158
159
160	in: PS.step() 3
161	pop/push(0,8): C_0*(X_0)^8
162	Testscore 2000
163	pop/push(1,9): ( C_0 + { C_1 }/{ C_2 } )
164	Testscore 2000
165	pop/push(2,10): C_0*(X_0)^3
166	Testscore 2000
167	Gen: 2
168
169
170	in: PS.step() 4
171	pop/push(0,11): C_0*(X_0)^6
172	Testscore 2000
173	pop/push(1,12): ( C_0 + C_1*(X_0)^2 )
174	Testscore 2000
175	pop/push(2,13): C_0*(X_0)^12
176	Testscore 2000
177	Gen: 3
178
179
180	Gen: 4
181	in: PS.step() 5
182	pop/push(0,14): C_0*(X_0)^11
183	Testscore 2000
184	pop/push(1,15): ( C_0 + C_1*(X_0)^3 )
185	Testscore 2000
186	pop/push(2,16): ( C_0C_1 + C_2X_0 )
187	Testscore 2000
188
189
190	Gen: 5
191	in: PS.step() 6
192	pop/push(0,17): C_0*(X_0)^10
193	Testscore 2000
194	pop/push(1,18): ( C_0 + C_1*(X_0)^4 )
195	Testscore 2000
196	pop/push(2,19): C_0*(X_0)^9
197	Testscore 2000
198
199
200	in: PS.step() 7
201	pop/push(0,20): C_0*(X_0)^7
202	Testscore 2000
203	pop/push(1,21): ( C_0 + C_1*(X_0)^5 )
204	Testscore 2000
205	pop/push(2,22): ( C_0 + C_1X_0 + C_2(X_0)^4 )
206	Testscore 2000
207	Gen: 6
208
209
210	in: PS.step() 8
211	pop/push(0,23): C_0*(X_0)^5
212	Testscore 2000
213	pop/push(1,24): ( C_0 + C_1*(X_0)^6 )
214	Testscore 2000
215	pop/push(2,25): ( C_0 + C_1(X_0)^2 + C_2(X_0)^4 )
216	Testscore 2000
217	Gen: 7
218
219
220	in: PS.step() 9
221	pop/push(0,26): ( C_0 + C_1*(X_0)^7 )
222	Testscore 2000
223	pop/push(1,27): ( C_0 + C_1 + C_2*(X_0)^4 )
224	Testscore 2000
225	pop/push(2,28): ( C_0 + C_1X_0 + C_2(X_0)^6 )
226	Testscore 2000
227	Gen: 8
228
229
230	in: PS.step() 10
231	pop/push(0,29): ( C_0 + C_1*(X_0)^8 )
232	Testscore 2000
233	pop/push(1,30): ( C_0 + C_1(X_0)^2 + C_2(X_0)^6 )
234	Testscore 2000
235	pop/push(2,31): ( C_0 + C_1X_0 + C_2(X_0)^2 + C_3*(X_0)^4 )
236	Testscore 2000
237	Gen: 9
238
239
240	in: PS.step() 11
241	pop/push(0,32): ( C_0 + C_1*(X_0)^9 )
242	Testscore 2000
243	pop/push(1,33): ( C_0 + C_1 + C_2*(X_0)^6 )
244	Testscore 2000
245	pop/push(2,34): ( C_0C_1 + C_2(X_0)^6 )
246	Testscore 2000
247	Gen: 10
248
249
250	in: PS.step() 12
251	pop/push(0,35): ( C_0 + C_1*(X_0)^10 )
252	Testscore 2000
253	pop/push(1,36): ( C_0 + C_1 + C_2(X_0)^2 + C_3(X_0)^4 )
254	Testscore 2000
255	pop/push(2,37): C_0(C_1X_0)^2
256	Testscore 2000
257	Gen: 11
258
259
260	in: PS.step() 13
261	pop/push(0,38): ( C_0 + C_1*(X_0)^11 )
262	Testscore 2000
263	pop/push(1,39): ( C_0C_1 + C_2(X_0)^4 )
264	Testscore 2000
265	pop/push(2,40): ( C_0 + C_1X_0 + C_2(X_0)^10 )
266	Testscore 2000
267	Gen: 12
268
269
270	in: PS.step() 14
271	pop/push(0,41): ( C_0 + C_1*(X_0)^12 )
272	Testscore 2000
273	pop/push(1,42): ( C_0 + C_1 + C_2*(X_0)^10 )
274	Testscore 2000
275	pop/push(2,43): ( C_0 + C_1(X_0)^2 + C_2(X_0)^10 )
276	Testscore 2000
277	Gen: 13
278
279
280	in: PS.step() 15
281	pop/push(0,44): C_0(C_1X_0)^4
282	Testscore 2000
283	pop/push(1,45): ( C_0 + { C_1 }/{ C_2*X_0 } )
284	Testscore 2000
285	pop/push(2,46): ( C_0C_1 + C_2(X_0)^10 )
286	Testscore 2000
287	Gen: 14
288
289
290	in: PS.step() 16
291	pop/push(0,47): C_0(C_1X_0)^6
292	Testscore 2000
293	pop/push(1,48): ( { C_0 }/{ X_0 } + C_1*C_2 )
294	Testscore 2000
295	pop/push(2,49): ( C_0C_1 + C_2(X_0)^11 )
296	Testscore 2000
297	Gen: 15
298
299
300	in: PS.step() 17
301	pop/push(0,50): C_0(C_1X_0)^8
302	Testscore 2000
303	pop/push(1,51): ( C_0C_1 + C_2(X_0)^2 )
304	Testscore 2000
305	pop/push(2,52): ( C_0 + C_1X_0 + C_2(X_0)^8 )
306	Testscore 2000
307	Gen: 16
308
309
310	in: PS.step() 18
311	pop/push(0,53): C_0(C_1X_0)^10
312	Testscore 2000
313	pop/push(1,54): ( C_0 + C_1 + C_2*(X_0)^8 )
314	Testscore 2000
315	pop/push(2,55): ( C_0 + C_1(X_0)^2 + C_2(X_0)^8 )
316	Testscore 2000
317	Gen: 17
318
319
320	in: PS.step() 19
321	pop/push(0,56): C_0(C_1X_0)^12
322	Testscore 2000
323	pop/push(1,57): ( C_0C_1 + C_2(X_0)^8 )
324	Testscore 2000
325	pop/push(2,58): ( C_0 + C_1(X_0)^3 + C_2(X_0)^10 )
326	Testscore 2000
327	Gen: 18
328
329
330	in: PS.step() 20
331	pop/push(0,59): C_0(C_1X_0)^11
332	Testscore 2000
333	pop/push(1,60): ( C_0C_1 + C_2(X_0)^9 )
334	Testscore 2000
335	pop/push(2,61): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^10 )
336	Testscore 2000
337	Gen: 19
338
339
340	in: PS.step() 21
341	pop/push(0,62): C_0(C_1X_0)^9
342	Testscore 2000
343	pop/push(1,63): ( C_0C_1 + C_2(X_0)^7 )
344	Testscore 2000
345	pop/push(2,64): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^10 )
346	Testscore 2000
347	Gen: 20
348
349
350	in: PS.step() 22
351	pop/push(0,65): C_0(C_1X_0)^7
352	Testscore 2000
353	pop/push(1,66): C_0*( X_0 + { C_1 }/{ X_0 } )
354	Testscore 2000
355	pop/push(2,67): ( C_0C_1 + C_2(X_0)^3 )
356	Testscore 2000
357	Gen: 21
358
359
360	in: PS.step() 23
361	pop/push(0,68): C_0(C_1X_0)^3
362	Testscore 2000
363	pop/push(1,69): C_0*( X_0 + { C_1 }/{ C_2 } )
364	Testscore 2000
365	pop/push(2,70): C_0X_0( X_0 + { C_1 }/{ X_0 } )
366	Testscore 2000
367	Gen: 22
368
369
370	in: PS.step() 24
371	pop/push(0,71): C_0*( C_1 + X_0 )
372	Testscore 2000
373	pop/push(1,72): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^8 )
374	Testscore 2000
375	pop/push(2,73): ( C_0 + C_1(X_0)^4 + C_2(X_0)^10 )
376	Testscore 2000
377	Gen: 23
378
379
380	in: PS.step() 25
381	pop/push(0,74): C_0*( C_1 + C_2 )
382	Testscore 2000
383	pop/push(1,75): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^8 )
384	Testscore 2000
385	pop/push(2,76): ( C_0 + C_1(X_0)^5 + C_2(X_0)^10 )
386	Testscore 2000
387	Gen: 24
388
389
390	in: PS.step() 26
391	pop/push(0,77): C_0X_0( C_1 + X_0 )
392	Testscore 2000
393	pop/push(1,78): C_0( C_1 + C_2X_0 )
394	Testscore 2000
395	pop/push(2,79): C_0( C_1 + C_2(X_0)^2 )
396	Testscore 2000
397	Gen: 25
398
399
400	in: PS.step() 27
401	pop/push(0,80): C_0X_0( C_1 + C_2 )
402	Testscore 2000
403	pop/push(1,81): C_0( C_1 + C_2X_0 )
404	Testscore 2000
405	pop/push(2,82): ( C_0 + C_1X_0 + C_2(X_0)^12 )
406	Testscore 2000
407	Gen: 26
408
409
410	in: PS.step() 28
411	pop/push(0,83): C_0(C_1X_0)^5
412	Testscore 2000
413	pop/push(1,84): ( C_0 + C_1 + C_2*(X_0)^12 )
414	Testscore 2000
415	pop/push(2,85): ( C_0C_1 + C_2(X_0)^12 )
416	Testscore 2000
417	Gen: 27
418
419
420	in: PS.step() 29
421	pop/push(0,86): C_0*( C_1 + { C_2 }/{ X_0 } )
422	Testscore 2000
423	pop/push(1,87): C_0X_0( C_1 + { C_2 }/{ X_0 } )
424	Testscore 2000
425	pop/push(2,88): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^12 )
426	Testscore 2000
427	Gen: 28
428
429
430	in: PS.step() 30
431	pop/push(0,89): C_0*( C_1 + { C_2 }/{ C_3 } )
432	Testscore 2000
433	pop/push(1,90): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^12 )
434	Testscore 2000
435	pop/push(2,91): ( C_0 + C_1(X_0)^2 + C_2(X_0)^12 )
436	Testscore 2000
437	Gen: 29
438
439
440	in: PS.step() 31
441	pop/push(0,92): C_0*( C_1 + { C_2 }/{ X_0 } )
442	Testscore 2000
443	pop/push(1,93): C_0X_0( C_1 + { C_2 }/{ X_0 } )
444	Testscore 2000
445	pop/push(2,94): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^6 )
446	Testscore 2000
447	Gen: 30
448
449
450	in: PS.step() 32
451	pop/push(0,95): C_0(X_0)^2( C_1 + X_0 )
452	Testscore 2000
453	pop/push(1,96): C_0( C_1 + C_2(X_0)^3 )
454	Testscore 2000
455	pop/push(2,97): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^6 )
456	Testscore 2000
457	Gen: 31
458
459
460	in: PS.step() 33
461	pop/push(0,98): C_0(X_0)^2( C_1 + C_2 )
462	Testscore 2000
463	pop/push(1,99): C_0( C_1 + C_2(X_0)^4 )
464	Testscore 2000
465	pop/push(2,100): C_0(X_0)^2( C_1 + C_2*(X_0)^2 )
466	Testscore 2000
467	Gen: 32
468
469
470	in: PS.step() 34
471	pop/push(0,101): C_0(X_0)^4( C_1 + X_0 )
472	Testscore 2000
473	pop/push(1,102): C_0( C_1 + C_2(X_0)^5 )
474	Testscore 2000
475	pop/push(2,103): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^4 )
476	Testscore 2000
477	Gen: 33
478
479
480	in: PS.step() 35
481	pop/push(0,104): C_0(X_0)^4( C_1 + C_2 )
482	Testscore 2000
483	pop/push(1,105): C_0( C_1 + C_2(X_0)^6 )
484	Testscore 2000
485	pop/push(2,106): ( C_0 + C_1(X_0)^3 + C_2(X_0)^8 )
486	Testscore 2000
487	Gen: 34
488
489
490	in: PS.step() 36
491	pop/push(0,107): C_0(X_0)^3( C_1 + X_0 )
492	Testscore 2000
493	pop/push(1,108): C_0( C_1 + C_2(X_0)^7 )
494	Testscore 2000
495	pop/push(2,109): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^4 )
496	Testscore 2000
497	Gen: 35
498
499
500	in: PS.step() 37
501	pop/push(0,110): C_0(X_0)^6( C_1 + X_0 )
502	Testscore 2000
503	pop/push(1,111): C_0( C_1 + C_2(X_0)^8 )
504	Testscore 2000
505	pop/push(2,112): ( C_0 + C_1(X_0)^4 + C_2(X_0)^8 )
506	Testscore 2000
507	Gen: 36
508
509
510	in: PS.step() 38
511	pop/push(0,113): C_0(X_0)^6( C_1 + C_2 )
512	Testscore 2000
513	pop/push(1,114): C_0( C_1 + C_2(X_0)^9 )
514	Testscore 2000
515	pop/push(2,115): ( C_0 + C_1X_0 + C_2(X_0)^11 )
516	Testscore 2000
517	Gen: 37
518
519
520	Gen: 38
521	in: PS.step() 39
522	pop/push(0,116): ( C_0 + C_1 + C_2*(X_0)^11 )
523	Testscore 2000
524	pop/push(1,117): C_0( C_1 + C_2(X_0)^10 )
525	Testscore 2000
526	pop/push(2,118): ( C_0C_1 + C_2X_0 + C_3*(X_0)^10 )
527	Testscore 2000
528
529
530	in: PS.step() 40
531	pop/push(0,119): C_0(X_0)^5( C_1 + X_0 )
532	Testscore 2000
533	pop/push(1,120): C_0( C_1 + C_2(X_0)^11 )
534	Testscore 2000
535	pop/push(2,121): ( C_0 + C_1X_0 + C_2(X_0)^9 )
536	Testscore 2000
537	Gen: 39
538
539
540	in: PS.step() 41
541	pop/push(0,122): ( C_0 + C_1 + C_2*(X_0)^9 )
542	Testscore 2000
543	pop/push(1,123): C_0( C_1 + C_2(X_0)^12 )
544	Testscore 2000
545	pop/push(2,124): ( C_0 + C_1(X_0)^5 + C_2(X_0)^8 )
546	Testscore 2000
547	Gen: 40
548
549
550	in: PS.step() 42
551	pop/push(0,125): C_0(X_0)^8( C_1 + X_0 )
552	Testscore 2000
553	pop/push(1,126): ( C_0C_1 + C_2(X_0)^5 )
554	Testscore 2000
555	pop/push(2,127): ( C_0 + C_1X_0 + C_2(X_0)^7 )
556	Testscore 2000
557	Gen: 41
558
559
560	in: PS.step() 43
561	pop/push(0,128): ( C_0 + C_1 + C_2*(X_0)^7 )
562	Testscore 2000
563	pop/push(1,129): C_0X_0( C_1 + X_0 + { C_2 }/{ X_0 } )
564	Testscore 2000
565	pop/push(2,130): ( C_0 + C_1(X_0)^6 + C_2(X_0)^8 )
566	Testscore 2000
567	Gen: 42
568
569
570	in: PS.step() 44
571	pop/push(0,131): C_0(X_0)^8( C_1 + C_2 )
572	Testscore 2000
573	pop/push(1,132): C_0*( C_1 + X_0 + { C_2 }/{ X_0 } )
574	Testscore 2000
575	pop/push(2,133): ( C_0 + { C_1 }/{ ( X_0 + { C_2 }/{ X_0 } ) } )
576	Testscore 2000
577	Gen: 43
578
579
580	in: PS.step() 45
581	pop/push(0,134): C_0(X_0)^7( C_1 + X_0 )
582	Testscore 2000
583	pop/push(1,135): C_0*( C_1 + X_0 + { C_2 }/{ C_3 } )
584	Testscore 2000
585	pop/push(2,136): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } ) } )
586	Testscore 2000
587	Gen: 44
588
589
590	in: PS.step() 46
591	pop/push(0,137): C_0( X_0 + C_1C_2 )
592	Testscore 2000
593	pop/push(1,138): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } ) } )
594	Testscore 2000
595	pop/push(2,139): ( C_0 + C_1(X_0)^7 + C_2(X_0)^8 )
596	Testscore 2000
597	Gen: 45
598
599
600	in: PS.step() 47
601	pop/push(0,140): C_0(X_0)^10( C_1 + X_0 )
602	Testscore 2000
603	pop/push(1,141): C_0*( C_1 + C_2 + { C_3 }/{ X_0 } )
604	Testscore 2000
605	pop/push(2,142): C_0( C_1C_2 + C_3*X_0 )
606	Testscore 2000
607	Gen: 46
608
609
610	in: PS.step() 48
611	pop/push(0,143): C_0(X_0)^10( C_1 + C_2 )
612	Testscore 2000
613	pop/push(1,144): ( C_0 + { C_1 }/{ X_0 } + C_2*X_0 )
614	Testscore 2000
615	pop/push(2,145): C_0( { C_1 }/{ C_2 } + C_3C_4 )
616	Testscore 2000
617	Gen: 47
618
619
620	in: PS.step() 49
621	pop/push(0,146): ( C_0 + C_1 + { C_2 }/{ X_0 } )
622	Testscore 2000
623	pop/push(1,147): ( C_0 + { C_1 }/{ C_2 } + C_3*X_0 )
624	Testscore 2000
625	pop/push(2,148): C_0( C_1C_2 + C_3*X_0 )
626	Testscore 2000
627	Gen: 48
628
629
630	in: PS.step() 50
631	pop/push(0,149): ( { C_0 }/{ C_1 } + C_2*C_3 )
632	Testscore 2000
633	pop/push(1,150): ( C_0 + C_1(X_0)^6 + C_2(X_0)^10 )
634	Testscore 2000
635	pop/push(2,151): C_0( C_1 + C_2X_0 + C_3*(X_0)^10 )
636	Testscore 2000
637	Gen: 49
638
639
640	in: PS.step() 51
641	pop/push(0,152): C_0(X_0)^9( C_1 + X_0 )
642	Testscore 2000
643	pop/push(1,153): C_0X_0( C_1 + C_2*X_0 )
644	Testscore 2000
645	pop/push(2,154): C_0( C_1 + C_2 + C_3(X_0)^10 )
646	Testscore 2000
647	Gen: 50
648
649
650	in: PS.step() 52
651	pop/push(0,155): C_0(X_0)^12( C_1 + X_0 )
652	Testscore 2000
653	pop/push(1,156): C_0X_0( X_0 + { C_1 }/{ C_2 } )
654	Testscore 2000
655	pop/push(2,157): C_0X_0( C_1 + C_2 + { C_3 }/{ X_0 } )
656	Testscore 2000
657	Gen: 51
658
659
660	in: PS.step() 53
661	pop/push(0,158): C_0(X_0)^12( C_1 + C_2 )
662	Testscore 2000
663	pop/push(1,159): C_0X_0( C_1 + C_2*X_0 )
664	Testscore 2000
665	pop/push(2,160): ( C_0X_0 + C_1( C_2 + X_0 ) )
666	Testscore 2000
667	Gen: 52
668
669
670	in: PS.step() 54
671	pop/push(0,161): ( C_0 + C_1*( C_2 + X_0 ) )
672	Testscore 2000
673	pop/push(1,162): ( C_0 + C_1(X_0)^7 + C_2(X_0)^10 )
674	Testscore 2000
675	pop/push(2,163): ( C_0C_1 + C_2(X_0)^2 + C_3*(X_0)^4 )
676	Testscore 2000
677	Gen: 53
678
679
680	in: PS.step() 55
681	pop/push(0,164): ( C_0 + C_1*( C_2 + C_3 ) )
682	Testscore 2000
683	pop/push(1,165): C_0( C_1C_2 + C_3*(X_0)^10 )
684	Testscore 2000
685	pop/push(2,166): ( C_0X_0 + C_1(X_0)^2 + C_2*(X_0)^4 )
686	Testscore 2000
687	Gen: 54
688
689
690	in: PS.step() 56
691	pop/push(0,167): ( C_0 + C_1*( C_2 + X_0 ) )
692	Testscore 2000
693	pop/push(1,168): ( C_0(X_0)^2 + C_1(X_0)^4 )
694	Testscore 2000
695	pop/push(2,169): ( C_0 + C_1(X_0)^2 + C_2(X_0)^4 )
696	Testscore 2000
697	Gen: 55
698
699
700	in: PS.step() 57
701	pop/push(0,170): C_0(X_0)^11( C_1 + X_0 )
702	Testscore 2000
703	pop/push(1,171): ( C_0 + C_1X_0( C_2 + X_0 ) )
704	Testscore 2000
705	pop/push(2,172): ( C_0 + C_1( C_2 + C_3X_0 ) )
706	Testscore 2000
707	Gen: 56
708
709
710	in: PS.step() 58
711	pop/push(0,173): C_0(X_0)^11( C_1 + C_2 )
712	Testscore 2000
713	pop/push(1,174): ( C_0 + C_1X_0( C_2 + C_3 ) )
714	Testscore 2000
715	pop/push(2,175): ( C_0 + C_1( C_2 + C_3X_0 ) )
716	Testscore 2000
717	Gen: 57
718
719
720	in: PS.step() 59
721	pop/push(0,176): C_0(X_0)^9( C_1 + C_2 )
722	Testscore 2000
723	pop/push(1,177): ( C_0X_0 + C_1(X_0)^2 )
724	Testscore 2000
725	pop/push(2,178): ( C_0X_0 + C_1( C_2 + C_3 ) )
726	Testscore 2000
727	Gen: 58
728
729
730	in: PS.step() 60
731	pop/push(0,179): ( C_0 + C_1*(X_0)^2 )
732	Testscore 2000
733	pop/push(1,180): ( C_0 + C_1(X_0)^3 + C_2(X_0)^12 )
734	Testscore 2000
735	pop/push(2,181): C_0( C_1 + C_2X_0 + C_3*(X_0)^8 )
736	Testscore 2000
737	Gen: 59
738
739
740	in: PS.step() 61
741	pop/push(0,182): C_0(X_0)^7( C_1 + C_2 )
742	Testscore 2000
743	pop/push(1,183): ( C_0X_0 + C_1(X_0)^4 )
744	Testscore 2000
745	pop/push(2,184): C_0( C_1 + C_2 + C_3(X_0)^8 )
746	Testscore 2000
747	Gen: 60
748
749
750	in: PS.step() 62
751	pop/push(0,185): ( C_0 + C_1*(X_0)^4 )
752	Testscore 2000
753	pop/push(1,186): C_0( C_1C_2 + C_3*(X_0)^8 )
754	Testscore 2000
755	pop/push(2,187): C_0(C_1X_0)^2( C_2 + C_3(X_0)^2 )
756	Testscore 2000
757	Gen: 61
758
759
760	in: PS.step() 63
761	pop/push(0,188): C_0(X_0)^3( C_1 + C_2 )
762	Testscore 2000
763	pop/push(1,189): ( C_0X_0 + C_1(X_0)^6 )
764	Testscore 2000
765	pop/push(2,190): ( C_0 + C_1X_0 + C_2(X_0)^5 )
766	Testscore 2000
767	Gen: 62
768
769
770	in: PS.step() 64
771	pop/push(0,191): ( C_0 + C_1*(X_0)^6 )
772	Testscore 2000
773	pop/push(1,192): ( C_0(X_0)^2 + C_1(X_0)^6 )
774	Testscore 2000
775	pop/push(2,193): ( C_0 + { C_1 }/{ X_0 } + C_2(X_0)^2 + C_3(X_0)^4 )
776	Testscore 2000
777	Gen: 63
778
779
780	in: PS.step() 65
781	pop/push(0,194): ( C_0 + C_1 + C_2*(X_0)^5 )
782	Testscore 2000
783	pop/push(1,195): ( C_0 + C_1X_0 + C_2(X_0)^2 )
784	Testscore 2000
785	pop/push(2,196): ( C_0 + C_1(X_0)^4 + C_2(X_0)^12 )
786	Testscore 2000
787	Gen: 64
788
789
790	in: PS.step() 66
791	pop/push(0,197): ( C_0 + C_1 + C_2*(X_0)^2 )
792	Testscore 2000
793	pop/push(1,198): ( C_0 + C_1(X_0)^5 + C_2(X_0)^12 )
794	Testscore 2000
795	pop/push(2,199): ( C_0C_1 + C_2X_0 + C_3*(X_0)^8 )
796	Testscore 2000
797	Gen: 65
798
799
800	in: PS.step() 67
801	pop/push(0,200): C_0(X_0)^5( C_1 + C_2 )
802	Testscore 2000
803	pop/push(1,201): ( C_0X_0 + C_1(X_0)^8 )
804	Testscore 2000
805	pop/push(2,202): ( C_0 + C_1X_0 + C_2(X_0)^3 )
806	Testscore 2000
807	Gen: 66
808
809
810	in: PS.step() 68
811	pop/push(0,203): ( C_0 + C_1*(X_0)^8 )
812	Testscore 2000
813	pop/push(1,204): ( C_0(X_0)^2 + C_1(X_0)^8 )
814	Testscore 2000
815	pop/push(2,205): ( C_0X_0 + C_1(X_0)^2 + C_2*(X_0)^6 )
816	Testscore 2000
817	Gen: 67
818
819
820	in: PS.step() 69
821	pop/push(0,206): ( C_0 + C_1 + C_2*(X_0)^3 )
822	Testscore 2000
823	pop/push(1,207): ( C_0 + C_1(X_0)^2 + C_2(X_0)^6 )
824	Testscore 2000
825	pop/push(2,208): ( C_0 + { C_1 }/{ C_2 } + C_3(X_0)^2 + C_4(X_0)^4 )
826	Testscore 2000
827	Gen: 68
828
829
830	in: PS.step() 70
831	pop/push(0,209): ( C_0X_0 + C_1(X_0)^10 )
832	Testscore 2000
833	pop/push(1,210): ( C_0 + C_1(X_0)^2( C_2 + X_0 ) )
834	Testscore 2000
835	pop/push(2,211): ( C_0 + C_1(X_0)^8 + C_2(X_0)^10 )
836	Testscore 2000
837	Gen: 69
838
839
840	in: PS.step() 71
841	pop/push(0,212): ( C_0 + C_1*(X_0)^10 )
842	Testscore 2000
843	pop/push(1,213): ( C_0 + C_1(X_0)^9 + C_2(X_0)^10 )
844	Testscore 2000
845	pop/push(2,214): C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^8 )
846	Testscore 2000
847	Gen: 70
848
849
850	in: PS.step() 72
851	pop/push(0,215): ( C_0X_0 + C_1(X_0)^12 )
852	Testscore 2000
853	pop/push(1,216): ( C_0(X_0)^2 + C_1(X_0)^10 )
854	Testscore 2000
855	pop/push(2,217): ( C_0 + C_1(X_0)^8 + C_2(X_0)^11 )
856	Testscore 2000
857	Gen: 71
858
859
860	in: PS.step() 73
861	pop/push(0,218): ( C_0 + C_1*(X_0)^12 )
862	Testscore 2000
863	pop/push(1,219): ( C_0 + C_1(X_0)^8 + C_2(X_0)^9 )
864	Testscore 2000
865	pop/push(2,220): C_0X_0( X_0 + { C_1 }/{ ( X_0 + { C_2 }/{ X_0 } ) } )
866	Testscore 2000
867	Gen: 72
868
869
870	in: PS.step() 74
871	pop/push(0,221): ( C_0X_0 + C_1(X_0)^11 )
872	Testscore 2000
873	pop/push(1,222): ( C_0(X_0)^2 + C_1(X_0)^12 )
874	Testscore 2000
875	pop/push(2,223): ( C_0 + C_1(X_0)^8 + C_2(X_0)^12 )
876	Testscore 2000
877	Gen: 73
878
879
880	in: PS.step() 75
881	pop/push(0,224): ( C_0 + C_1*(X_0)^11 )
882	Testscore 2000
883	pop/push(1,225): ( C_0 + C_1(X_0)^3( C_2 + X_0 ) )
884	Testscore 2000
885	pop/push(2,226): ( C_0 + C_1(X_0)^9 + C_2(X_0)^12 )
886	Testscore 2000
887	Gen: 74
888
889
890	in: PS.step() 76
891	pop/push(0,227): ( C_0X_0 + C_1(X_0)^9 )
892	Testscore 2000
893	pop/push(1,228): ( C_0 + C_1(X_0)^4( C_2 + X_0 ) )
894	Testscore 2000
895	pop/push(2,229): ( C_0 + C_1(X_0)^10 + C_2(X_0)^12 )
896	Testscore 2000
897	Gen: 75
898
899
900	in: PS.step() 77
901	pop/push(0,230): ( C_0 + C_1*(X_0)^9 )
902	Testscore 2000
903	pop/push(1,231): ( C_0 + C_1(X_0)^5( C_2 + X_0 ) )
904	Testscore 2000
905	pop/push(2,232): ( C_0 + C_1(X_0)^10 + C_2(X_0)^11 )
906	Testscore 2000
907	Gen: 76
908
909
910	Gen: 77
911	in: PS.step() 78
912	pop/push(0,233): ( C_0X_0 + C_1(X_0)^7 )
913	Testscore 2000
914	pop/push(1,234): ( C_0 + C_1(X_0)^6( C_2 + X_0 ) )
915	Testscore 2000
916	pop/push(2,235): ( C_0 + C_1(X_0)^11 + C_2(X_0)^12 )
917	Testscore 2000
918
919
920	in: PS.step() 79
921	pop/push(0,236): ( C_0 + C_1*(X_0)^7 )
922	Testscore 2000
923	pop/push(1,237): ( C_0 + C_1(X_0)^7( C_2 + X_0 ) )
924	Testscore 2000
925	pop/push(2,238): ( C_0 + C_1(X_0)^3( C_2 + X_0 + { C_3 }/{ X_0 } ) )
926	Testscore 2000
927	Gen: 78
928
929
930	in: PS.step() 80
931	pop/push(0,239): ( C_0X_0 + C_1(X_0)^5 )
932	Testscore 2000
933	pop/push(1,240): ( C_0 + C_1(X_0)^8( C_2 + X_0 ) )
934	Testscore 2000
935	pop/push(2,241): ( C_0 + C_1(X_0)^7( C_2 + C_3*X_0 ) )
936	Testscore 2000
937	Gen: 79
938
939
940	in: PS.step() 81
941	pop/push(0,242): ( C_0 + C_1*(X_0)^5 )
942	Testscore 2000
943	pop/push(1,243): ( C_0 + C_1(X_0)^9( C_2 + X_0 ) )
944	Testscore 2000
945	pop/push(2,244): C_0X_0( C_1 + { C_2 }/{ ( X_0 + { C_3 }/{ X_0 } ) } )
946	Testscore 2000
947	Gen: 80
948
949
950	in: PS.step() 82
951	pop/push(0,245): ( C_0X_0 + C_1(X_0)^3 )
952	Testscore 2000
953	pop/push(1,246): ( C_0 + C_1(X_0)^10( C_2 + X_0 ) )
954	Testscore 2000
955	Gen: 81
956	pop/push(2,247): ( C_0 + C_1(X_0)^9( C_2 + C_3*X_0 ) )
957	Testscore 2000
958
959
960	in: PS.step() 83
961	pop/push(0,248): ( C_0 + C_1*(X_0)^3 )
962	Testscore 2000
963	pop/push(1,249): ( C_0 + C_1(X_0)^10( C_2 + C_3 ) )
964	Testscore 2000
965	pop/push(2,250): ( C_0 + C_1(X_0)^10( C_2 + C_3*X_0 ) )
966	Testscore 2000
967	Gen: 82
968
969
970	in: PS.step() 84
971	pop/push(0,251): C_0X_0( C_1 + { C_2 }/{ C_3 } )
972	Testscore 2000
973	pop/push(1,252): ( C_0 + C_1(X_0)^8( C_2 + C_3 ) )
974	Testscore 2000
975	pop/push(2,253): ( C_0 + C_1(X_0)^10( C_2 + C_3*X_0 ) )
976	Testscore 2000
977	Gen: 83
978
979
980	in: PS.step() 85
981	pop/push(0,254): ( C_0 + C_1(X_0)^11( C_2 + X_0 ) )
982	Testscore 2000
983	pop/push(1,255): ( C_0 + C_1(X_0)^9( C_2 + C_3*X_0 ) )
984	Testscore 2000
985	pop/push(2,256): C_0X_0( C_1 + { C_2 }/{ ( X_0 + { C_3 }/{ X_0 } ) } )
986	Testscore 2000
987	Gen: 84
988
989
990	in: PS.step() 86
991	pop/push(0,257): ( C_0 + C_1(X_0)^12( C_2 + X_0 ) )
992	Testscore 2000
993	pop/push(1,258): ( C_0 + C_1(X_0)^7 + C_2(X_0)^12 )
994	Testscore 2000
995	pop/push(2,259): ( C_0 + C_1(X_0)^8( C_2 + C_3*X_0 ) )
996	Testscore 2000
997	Gen: 85
998
999
1000	in: PS.step() 87
1001	pop/push(0,260): ( C_0 + C_1(X_0)^12( C_2 + C_3 ) )
1002	Testscore 2000
1003	pop/push(1,261): ( C_0 + C_1(X_0)^8( C_2 + C_3*X_0 ) )
1004	Testscore 2000
1005	pop/push(2,262): C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^10 )
1006	Testscore 2000
1007	Gen: 86
1008
1009
1010	in: PS.step() 88
1011	pop/push(0,263): ( C_0 + C_1(X_0)^6( C_2 + C_3 ) )
1012	Testscore 2000
1013	pop/push(1,264): ( C_0 + C_1(X_0)^6 + C_2(X_0)^12 )
1014	Testscore 2000
1015	pop/push(2,265): ( C_0 + C_1(X_0)^7( C_2 + C_3*X_0 ) )
1016	Testscore 2000
1017	Gen: 87
1018
1019
1020	in: PS.step() 89
1021	pop/push(0,266): ( C_0 + C_1(X_0)^4( C_2 + C_3 ) )
1022	Testscore 2000
1023	pop/push(1,267): ( C_0 + C_1(X_0)^3 + C_2(X_0)^6 )
1024	Testscore 2000
1025	pop/push(2,268): C_0( C_1 + { C_2 }/{ X_0 } + C_3(X_0)^10 )
1026	Testscore 2000
1027	Gen: 88
1028
1029
1030	in: PS.step() 90
1031	pop/push(0,269): ( C_0 + C_1(X_0)^11( C_2 + C_3 ) )
1032	Testscore 2000
1033	pop/push(1,270): ( C_0 + C_1(X_0)^4 + C_2(X_0)^6 )
1034	Testscore 2000
1035	pop/push(2,271): ( C_0 + C_1(X_0)^5( C_2 + X_0 + { C_3 }/{ X_0 } ) )
1036	Testscore 2000
1037	Gen: 89
1038
1039
1040	in: PS.step() 91
1041	pop/push(0,272): ( C_0 + C_1(X_0)^2( C_2 + C_3 ) )
1042	Testscore 2000
1043	pop/push(1,273): ( C_0 + C_1(X_0)^5 + C_2(X_0)^6 )
1044	Testscore 2000
1045	pop/push(2,274): C_0( C_1 + { C_2 }/{ C_3 } + C_4(X_0)^10 )
1046	Testscore 2000
1047	Gen: 90
1048
1049
1050	in: PS.step() 92
1051	pop/push(0,275): ( C_0 + C_1(X_0)^9( C_2 + C_3 ) )
1052	Testscore 2000
1053	pop/push(1,276): ( C_0 + C_1(X_0)^6 + C_2(X_0)^7 )
1054	Testscore 2000
1055	pop/push(2,277): ( C_0 + { C_1 }/{ C_2X_0 } + C_3(X_0)^10 )
1056	Testscore 2000
1057	Gen: 91
1058
1059
1060	in: PS.step() 93
1061	pop/push(0,278): ( C_0 + C_1(X_0)^7( C_2 + C_3 ) )
1062	Testscore 2000
1063	pop/push(1,279): ( C_0 + C_1(X_0)^6 + C_2(X_0)^9 )
1064	Testscore 2000
1065	pop/push(2,280): ( { C_0 }/{ X_0 } + C_1C_2 + C_3(X_0)^10 )
1066	Testscore 2000
1067	Gen: 92
1068
1069
1070	in: PS.step() 94
1071	pop/push(0,281): ( C_0 + C_1(X_0)^3( C_2 + C_3 ) )
1072	Testscore 2000
1073	pop/push(1,282): ( C_0 + C_1(X_0)^6 + C_2(X_0)^11 )
1074	Testscore 2000
1075	pop/push(2,283): ( C_0 + C_1(X_0)^12( C_2 + C_3*X_0 ) )
1076	Testscore 2000
1077	Gen: 93
1078
1079
1080	in: PS.step() 95
1081	pop/push(0,284): ( C_0 + C_1(X_0)^5( C_2 + C_3 ) )
1082	Testscore 2000
1083	pop/push(1,285): ( C_0 + C_1(X_0)^3 + C_2(X_0)^4 )
1084	Testscore 2000
1085	pop/push(2,286): ( C_0 + C_1(X_0)^12( C_2 + C_3*X_0 ) )
1086	Testscore 2000
1087	Gen: 94
1088
1089
1090	in: PS.step() 96
1091	pop/push(0,287): ( { C_0 }/{ X_0 } + C_1*( C_2 + X_0 ) )
1092	Testscore 2000
1093	pop/push(1,288): ( C_0 + C_1(X_0)^4 + C_2(X_0)^5 )
1094	Testscore 2000
1095	pop/push(2,289): ( C_0 + C_1(X_0)^11( C_2 + C_3*X_0 ) )
1096	Testscore 2000
1097	Gen: 95
1098
1099
1100	in: PS.step() 97
1101	pop/push(0,290): ( { C_0 }/{ C_1 } + C_2*( C_3 + X_0 ) )
1102	Testscore 2000
1103	pop/push(1,291): ( C_0 + C_1(X_0)^4 + C_2(X_0)^7 )
1104	Testscore 2000
1105	pop/push(2,292): ( C_0 + C_1(X_0)^11( C_2 + C_3*X_0 ) )
1106	Testscore 2000
1107	Gen: 96
1108
1109
1110	in: PS.step() 98
1111	pop/push(0,293): C_0( { C_1 }/{ X_0 } + C_2C_3 )
1112	Testscore 2000
1113	pop/push(1,294): ( C_0 + C_1(X_0)^4 + C_2(X_0)^9 )
1114	Testscore 2000
1115	pop/push(2,295): C_0( C_1 + { C_2 }/{ X_0 } + C_3(X_0)^8 )
1116	Testscore 2000
1117	Gen: 97
1118
1119
1120	in: PS.step() 99
1121	pop/push(0,296): ( C_0 + { C_1*( C_2 + X_0 ) }/{ X_0 } )
1122	Testscore 2000
1123	pop/push(1,297): ( C_0 + C_1(X_0)^4 + C_2(X_0)^11 )
1124	Testscore 2000
1125	pop/push(2,298): C_0( C_1 + { C_2 }/{ C_3 } + C_4(X_0)^8 )
1126	Testscore 2000
1127	Gen: 98
1128
1129
1130	in: PS.step() 100
1131	pop/push(0,299): ( { C_0 }/{ X_0 } + C_1*( C_2 + C_3 ) )
1132	Testscore 2000
1133	pop/push(1,300): C_0X_0( X_0 + C_1*{ C_2 }/{ X_0 } )
1134	Testscore 2000
1135	pop/push(2,301): ( C_0 + { C_1 }/{ C_2X_0 } + C_3(X_0)^8 )
1136	Testscore 2000
1137	Gen: 99
1138
1139
1140	in: PS.step() 101
1141	pop/push(0,302): C_0X_0( C_1 + X_0 )
1142	Testscore 2000
1143	pop/push(1,303): ( { C_0 }/{ C_1X_0 } + C_2C_3 )
1144	Testscore 2000
1145	pop/push(2,304): ( C_0 + C_1(X_0)^3 + C_2(X_0)^7 )
1146	Testscore 2000
1147	Gen: 100
1148
1149
1150	in: PS.step() 102
1151	pop/push(0,305): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^11 )
1152	Testscore 2000
1153	pop/push(1,306): ( C_0 + C_1(X_0)^3 + C_2(X_0)^9 )
1154	Testscore 2000
1155	pop/push(2,307): ( { C_0 }/{ X_0 } + C_1C_2 + C_3(X_0)^8 )
1156	Testscore 2000
1157	Gen: 101
1158
1159
1160	in: PS.step() 103
1161	pop/push(0,308): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^11 )
1162	Testscore 2000
1163	pop/push(1,309): ( C_0 + C_1(X_0)^3 + C_2(X_0)^5 )
1164	Testscore 2000
1165	pop/push(2,310): C_0( C_1 + C_2X_0 + C_3*(X_0)^12 )
1166	Testscore 2000
1167	Gen: 102
1168
1169
1170	in: PS.step() 104
1171	pop/push(0,311): C_0( C_1 + C_2 + C_3(X_0)^12 )
1172	Testscore 2000
1173	pop/push(1,312): ( C_0C_1 + C_2X_0 + C_3*(X_0)^12 )
1174	Testscore 2000
1175	pop/push(2,313): C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^12 )
1176	Testscore 2000
1177	Gen: 103
1178
1179
1180	in: PS.step() 105
1181	pop/push(0,314): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^9 )
1182	Testscore 2000
1183	pop/push(1,315): C_0( C_1C_2 + C_3*(X_0)^12 )
1184	Testscore 2000
1185	pop/push(2,316): ( C_0X_0 + C_1(X_0)^2 + C_2*(X_0)^8 )
1186	Testscore 2000
1187	Gen: 104
1188
1189
1190	in: PS.step() 106
1191	pop/push(0,317): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^9 )
1192	Testscore 2000
1193	pop/push(1,318): ( C_0 + C_1(X_0)^2 + C_2(X_0)^8 )
1194	Testscore 2000
1195	pop/push(2,319): C_0(X_0)^2( C_1 + C_2X_0 + C_3(X_0)^2 )
1196	Testscore 2000
1197	Gen: 105
1198
1199
1200	in: PS.step() 107
1201	pop/push(0,320): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^2 )
1202	Testscore 2000
1203	pop/push(1,321): ( C_0 + C_1(X_0)^2 + C_2(X_0)^11 )
1204	Testscore 2000
1205	pop/push(2,322): C_0(X_0)^2( C_1 + C_2 + C_3*(X_0)^2 )
1206	Testscore 2000
1207	Gen: 106
1208
1209
1210	in: PS.step() 108
1211	pop/push(0,323): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^2 )
1212	Testscore 2000
1213	pop/push(1,324): ( C_0 + C_1(X_0)^3 + C_2(X_0)^11 )
1214	Testscore 2000
1215	pop/push(2,325): C_0( C_1 + { C_2 }/{ X_0 } + C_3(X_0)^12 )
1216	Testscore 2000
1217	Gen: 107
1218
1219
1220	in: PS.step() 109
1221	pop/push(0,326): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^7 )
1222	Testscore 2000
1223	pop/push(1,327): C_0( C_1C_2 + C_3*(X_0)^11 )
1224	Testscore 2000
1225	pop/push(2,328): C_0( C_1 + { C_2 }/{ C_3 } + C_4(X_0)^12 )
1226	Testscore 2000
1227	Gen: 108
1228
1229
1230	in: PS.step() 110
1231	pop/push(0,329): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^7 )
1232	Testscore 2000
1233	pop/push(1,330): ( C_0 + C_1(X_0)^5 + C_2(X_0)^7 )
1234	Testscore 2000
1235	pop/push(2,331): ( C_0 + { C_1 }/{ C_2X_0 } + C_3(X_0)^12 )
1236	Testscore 2000
1237	Gen: 109
1238
1239
1240	in: PS.step() 111
1241	pop/push(0,332): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^3 )
1242	Testscore 2000
1243	pop/push(1,333): ( C_0(X_0)^2 + C_1( C_2 + X_0 ) )
1244	Testscore 2000
1245	pop/push(2,334): ( { C_0 }/{ X_0 } + C_1C_2 + C_3(X_0)^12 )
1246	Testscore 2000
1247	Gen: 110
1248
1249
1250	in: PS.step() 112
1251	pop/push(0,335): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^3 )
1252	Testscore 2000
1253	pop/push(1,336): C_0X_0( { C_1 }/{ X_0 } + C_2*X_0 )
1254	Testscore 2000
1255	pop/push(2,337): C_0( C_1 + C_2X_0 + C_3*(X_0)^6 )
1256	Testscore 2000
1257	Gen: 111
1258
1259
1260	in: PS.step() 113
1261	pop/push(0,338): C_0( C_1 + C_2 + C_3(X_0)^6 )
1262	Testscore 2000
1263	pop/push(1,339): C_0(X_0)^2( C_1C_2 + C_3(X_0)^2 )
1264	Testscore 2000
1265	pop/push(2,340): C_0(X_0)^2( C_1 + { C_2 }/{ X_0 } + C_3*(X_0)^2 )
1266	Testscore 2000
1267	Gen: 112
1268
1269
1270	in: PS.step() 114
1271	pop/push(0,341): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^5 )
1272	Testscore 2000
1273	pop/push(1,342): C_0( C_1C_2 + C_3*(X_0)^6 )
1274	Testscore 2000
1275	pop/push(2,343): C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^6 )
1276	Testscore 2000
1277	Gen: 113
1278
1279
1280	in: PS.step() 115
1281	pop/push(0,344): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^5 )
1282	Testscore 2000
1283	pop/push(1,345): C_0X_0( { C_1 }/{ X_0 } + C_2*X_0 )
1284	Testscore 2000
1285	pop/push(2,346): ( C_0C_1 + C_2X_0 + C_3*(X_0)^6 )
1286	Testscore 2000
1287	Gen: 114
1288
1289
1290	in: PS.step() 116
1291	pop/push(0,347): ( C_0(X_0)^2 + C_1(X_0)^11 )
1292	Testscore 2000
1293	pop/push(1,348): ( C_0 + C_1( C_2 + C_3(X_0)^2 ) )
1294	Testscore 2000
1295	pop/push(2,349): ( C_0 + C_1(X_0)^5( C_2 + C_3*X_0 ) )
1296	Testscore 2000
1297	Gen: 115
1298
1299
1300	in: PS.step() 117
1301	pop/push(0,350): ( C_0(X_0)^2 + C_1(X_0)^9 )
1302	Testscore 2000
1303	pop/push(1,351): C_0( C_1C_2 + C_3*(X_0)^2 )
1304	Testscore 2000
1305	pop/push(2,352): ( C_0 + C_1(X_0)^5( C_2 + C_3*X_0 ) )
1306	Testscore 2000
1307	Gen: 116
1308
1309
1310	in: PS.step() 118
1311	pop/push(0,353): C_0(C_1X_0)^2*( C_2 + X_0 )
1312	Testscore 2000
1313	pop/push(1,354): ( C_0(X_0)^2 + C_1( C_2 + C_3 ) )
1314	Testscore 2000
1315	pop/push(2,355): ( C_0 + C_1(X_0)^6( C_2 + C_3*X_0 ) )
1316	Testscore 2000
1317	Gen: 117
1318
1319
1320	in: PS.step() 119
1321	pop/push(0,356): C_0X_0( C_1 + X_0 + { C_2 }/{ C_3 } )
1322	Testscore 2000
1323	pop/push(1,357): ( C_0 + C_1(X_0)^5 + C_2(X_0)^9 )
1324	Testscore 2000
1325	pop/push(2,358): ( C_0 + C_1(X_0)^6( C_2 + C_3*X_0 ) )
1326	Testscore 2000
1327	Gen: 118
1328
1329
1330	in: PS.step() 120
1331	pop/push(0,359): C_0(X_0)^2( C_1 + { C_2 }/{ X_0 } )
1332	Testscore 2000
1333	pop/push(1,360): ( C_0 + C_1(X_0)^2 + C_2(X_0)^9 )
1334	Testscore 2000
1335	pop/push(2,361): ( C_0 + { C_1 }/{ C_2X_0 } + C_3(X_0)^6 )
1336	Testscore 2000
1337	Gen: 119
1338
1339
1340	in: PS.step() 121
1341	pop/push(0,362): C_0(X_0)^2( C_1 + { C_2 }/{ C_3 } )
1342	Testscore 2000
1343	pop/push(1,363): C_0( C_1C_2 + C_3*(X_0)^9 )
1344	Testscore 2000
1345	pop/push(2,364): ( { C_0 }/{ X_0 } + C_1C_2 + C_3(X_0)^6 )
1346	Testscore 2000
1347	Gen: 120
1348
1349
1350	Gen: 121
1351	in: PS.step() 122
1352	pop/push(0,365): ( C_0(X_0)^2 + C_1(X_0)^7 )
1353	Testscore 2000
1354	pop/push(1,366): ( C_0 + C_1(X_0)^5 + C_2(X_0)^11 )
1355	Testscore 2000
1356	pop/push(2,367): C_0( C_1 + { C_2 }/{ X_0 } + C_3(X_0)^6 )
1357	Testscore 2000
1358
1359
1360	in: PS.step() 123
1361	pop/push(0,368): ( C_0(X_0)^2 + C_1(X_0)^5 )
1362	Testscore 2000
1363	pop/push(1,369): C_0X_0( { C_1 }/{ X_0 } + C_2*C_3 )
1364	Testscore 2000
1365	pop/push(2,370): C_0( C_1 + { C_2 }/{ C_3 } + C_4(X_0)^6 )
1366	Testscore 2000
1367	Gen: 122
1368
1369
1370	in: PS.step() 124
1371	pop/push(0,371): ( C_0(X_0)^2 + C_1(X_0)^3 )
1372	Testscore 2000
1373	pop/push(1,372): ( C_0 + C_1X_0 + C_2( C_3 + X_0 ) )
1374	Testscore 2000
1375	pop/push(2,373): ( C_0C_1 + C_2X_0 + C_3*(X_0)^4 )
1376	Testscore 2000
1377	Gen: 123
1378
1379
1380	Gen: 124
1381	in: PS.step() 125
1382	pop/push(0,374): ( C_0 + C_1 + C_2*( C_3 + X_0 ) )
1383	Testscore 2000
1384	pop/push(1,375): ( C_0C_1 + C_2( C_3 + X_0 ) )
1385	Testscore 2000
1386	pop/push(2,376): C_0( C_1 + C_2X_0 + C_3*(X_0)^4 )
1387	Testscore 2000
1388
1389
1390	in: PS.step() 126
1391	pop/push(0,377): C_0( C_1 + C_2 + C_3(X_0)^4 )
1392	Testscore 2000
1393	pop/push(1,378): C_0( C_1C_2 + C_3*(X_0)^4 )
1394	Testscore 2000
1395	pop/push(2,379): C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^4 )
1396	Testscore 2000
1397	Gen: 125
1398
1399
1400	in: PS.step() 127
1401	pop/push(0,380): ( C_0C_1 + C_2( C_3 + C_4 ) )
1402	Testscore 2000
1403	pop/push(1,381): ( C_0 + C_1(X_0)^3( C_2 + C_3*X_0 ) )
1404	Testscore 2000
1405	pop/push(2,382): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } + C_4*X_0 ) } )
1406	Testscore 2000
1407	Gen: 126
1408
1409
1410	in: PS.step() 128
1411	pop/push(0,383): C_0(X_0)^3( C_1 + { C_2 }/{ X_0 } )
1412	Testscore 2000
1413	pop/push(1,384): ( C_0 + { C_1 }/{ ( C_2 + C_3 + { C_4 }/{ X_0 } ) } )
1414	Testscore 2000
1415	pop/push(2,385): ( C_0 + C_1(X_0)^3( C_2 + C_3*X_0 ) )
1416	Testscore 2000
1417	Gen: 127
1418
1419
1420	in: PS.step() 129
1421	pop/push(0,386): C_0(X_0)^2( C_1 + C_2*X_0 )
1422	Testscore 2000
1423	pop/push(1,387): ( C_0 + C_1X_0 + C_2( C_3 + C_4 ) )
1424	Testscore 2000
1425	pop/push(2,388): ( C_0 + C_1(X_0)^4( C_2 + C_3*X_0 ) )
1426	Testscore 2000
1427	Gen: 128
1428
1429
1430	in: PS.step() 130
1431	pop/push(0,389): C_0(X_0)^2( C_1 + C_2*X_0 )
1432	Testscore 2000
1433	pop/push(1,390): ( C_0 + C_1(X_0)^7 + C_2(X_0)^9 )
1434	Testscore 2000
1435	pop/push(2,391): ( C_0 + C_1(X_0)^4( C_2 + C_3*X_0 ) )
1436	Testscore 2000
1437	Gen: 129
1438
1439
1440	in: PS.step() 131
1441	pop/push(0,392): C_0(C_1X_0)^4*( C_2 + X_0 )
1442	Testscore 2000
1443	pop/push(1,393): C_0( C_1C_2 + C_3*(X_0)^7 )
1444	Testscore 2000
1445	pop/push(2,394): ( { C_0 }/{ X_0 } + C_1C_2 + C_3(X_0)^4 )
1446	Testscore 2000
1447	Gen: 130
1448
1449
1450	in: PS.step() 132
1451	pop/push(0,395): C_0X_0( C_1 + C_2*(X_0)^3 )
1452	Testscore 2000
1453	pop/push(1,396): ( C_0 + C_1(X_0)^7 + C_2(X_0)^11 )
1454	Testscore 2000
1455	pop/push(2,397): ( C_0 + { C_1 }/{ C_2X_0 } + C_3(X_0)^4 )
1456	Testscore 2000
1457	Gen: 131
1458
1459
1460	in: PS.step() 133
1461	pop/push(0,398): C_0(X_0)^3( C_1 + C_2*X_0 )
1462	Testscore 2000
1463	pop/push(1,399): ( C_0 + C_1X_0( C_2 + C_3*X_0 ) )
1464	Testscore 2000
1465	pop/push(2,400): C_0( C_1 + { C_2 }/{ X_0 } + C_3(X_0)^4 )
1466	Testscore 2000
1467	Gen: 132
1468
1469
1470	in: PS.step() 134
1471	pop/push(0,401): C_0(C_1X_0)^3*( C_2 + X_0 )
1472	Testscore 2000
1473	pop/push(1,402): ( C_0C_1 + C_2X_0*( C_3 + X_0 ) )
1474	Testscore 2000
1475	pop/push(2,403): C_0( C_1 + { C_2 }/{ C_3 } + C_4(X_0)^4 )
1476	Testscore 2000
1477	Gen: 133
1478
1479
1480	in: PS.step() 135
1481	pop/push(0,404): C_0(X_0)^4( C_1 + { C_2 }/{ X_0 } )
1482	Testscore 2000
1483	pop/push(1,405): ( C_0 + C_1X_0( C_2 + C_3*X_0 ) )
1484	Testscore 2000
1485	pop/push(2,406): ( C_0C_1 + C_2X_0 + C_3*(X_0)^11 )
1486	Testscore 2000
1487	Gen: 134
1488
1489
1490	in: PS.step() 136
1491	pop/push(0,407): C_0(X_0)^4( C_1 + { C_2 }/{ C_3 } )
1492	Testscore 2000
1493	pop/push(1,408): ( C_0 + C_1(X_0)^2 + C_2(X_0)^7 )
1494	Testscore 2000
1495	pop/push(2,409): C_0( C_1 + C_2X_0 + C_3*(X_0)^11 )
1496	Testscore 2000
1497	Gen: 135
1498
1499
1500	in: PS.step() 137
1501	pop/push(0,410): C_0( C_1 + C_2 + C_3(X_0)^11 )
1502	Testscore 2000
1503	pop/push(1,411): ( C_0C_1 + C_2X_0 + C_3*(X_0)^9 )
1504	Testscore 2000
1505	pop/push(2,412): C_0(X_0)^3( C_1 + { C_2 }/{ X_0 } + C_3*X_0 )
1506	Testscore 2000
1507	Gen: 136
1508
1509
1510	in: PS.step() 138
1511	pop/push(0,413): ( C_0(X_0)^3 + C_1(X_0)^4 )
1512	Testscore 2000
1513	pop/push(1,414): ( C_0 + C_1(X_0)^9 + C_2(X_0)^11 )
1514	Testscore 2000
1515	pop/push(2,415): C_0( C_1 + C_2X_0 + C_3*(X_0)^9 )
1516	Testscore 2000
1517	Gen: 137
1518
1519
1520	in: PS.step() 139
1521	pop/push(0,416): C_0( C_1 + C_2 + C_3(X_0)^9 )
1522	Testscore 2000
1523	pop/push(1,417): C_0( C_1 + C_2X_0 + C_3*(X_0)^7 )
1524	Testscore 2000
1525	pop/push(2,418): C_0X_0( C_1 + C_2X_0 + C_3(X_0)^3 )
1526	Testscore 2000
1527	Gen: 138
1528
1529
1530	in: PS.step() 140
1531	pop/push(0,419): C_0( C_1 + C_2 + C_3(X_0)^7 )
1532	Testscore 2000
1533	pop/push(1,420): ( C_0C_1 + C_2X_0 + C_3*(X_0)^7 )
1534	Testscore 2000
1535	pop/push(2,421): ( C_0 + C_1(X_0)^4( C_2 + C_3*(X_0)^2 ) )
1536	Testscore 2000
1537	Gen: 139
1538
1539
1540	in: PS.step() 141
1541	pop/push(0,422): C_0(X_0)^3( C_1 + C_2*X_0 )
1542	Testscore 2000
1543	pop/push(1,423): C_0( C_1C_2 + C_3*(X_0)^3 )
1544	Testscore 2000
1545	pop/push(2,424): C_0X_0( X_0 + { C_1 }/{ X_0 } + C_2*C_3 )
1546	Testscore 2000
1547	Gen: 140
1548
1549
1550	in: PS.step() 142
1551	pop/push(0,425): C_0(X_0)^5( C_1 + { C_2 }/{ X_0 } )
1552	Testscore 2000
1553	pop/push(1,426): ( C_0 + C_1( C_2 + C_3(X_0)^3 ) )
1554	Testscore 2000
1555	pop/push(2,427): C_0X_0( C_1 + X_0 + C_2*{ C_3 }/{ X_0 } )
1556	Testscore 2000
1557	Gen: 141
1558
1559
1560	in: PS.step() 143
1561	pop/push(0,428): C_0X_0( C_1 + C_2 + X_0 )
1562	Testscore 2000
1563	pop/push(1,429): ( C_0 + C_1( C_2 + C_3(X_0)^4 ) )
1564	Testscore 2000
1565	pop/push(2,430): C_0X_0( C_1 + C_2X_0 + C_3(X_0)^7 )
1566	Testscore 2000
1567	Gen: 142
1568
1569
1570	in: PS.step() 144
1571	pop/push(0,431): C_0(X_0)^4( C_1 + C_2*X_0 )
1572	Testscore 2000
1573	pop/push(1,432): ( C_0(X_0)^3 + C_1( C_2 + X_0 ) )
1574	Testscore 2000
1575	pop/push(2,433): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^3 ) )
1576	Testscore 2000
1577	Gen: 143
1578
1579
1580	in: PS.step() 145
1581	pop/push(0,434): C_0(X_0)^4( C_1 + C_2*X_0 )
1582	Testscore 2000
1583	pop/push(1,435): ( C_0(X_0)^4 + C_1( C_2 + X_0 ) )
1584	Testscore 2000
1585	pop/push(2,436): ( C_0 + C_1(X_0)^12( C_2 + C_3*(X_0)^2 ) )
1586	Testscore 2000
1587	Gen: 144
1588
1589
1590	Gen: 145
1591	in: PS.step() 146
1592	pop/push(0,437): C_0(C_1X_0)^6*( C_2 + X_0 )
1593	Testscore 2000
1594	pop/push(1,438): ( C_0(X_0)^4 + C_1( C_2 + C_3 ) )
1595	Testscore 2000
1596	pop/push(2,439): ( C_0(X_0)^4 + C_1X_0*( C_2 + X_0 ) )
1597	Testscore 2000
1598
1599
1600	in: PS.step() 147
1601	pop/push(0,440): C_0X_0( C_1 + C_2*(X_0)^5 )
1602	Testscore 2000
1603	pop/push(1,441): ( C_0(X_0)^5 + C_1( C_2 + X_0 ) )
1604	Testscore 2000
1605	pop/push(2,442): ( { C_0 }/{ ( X_0 + { C_1 }/{ X_0 } ) } + C_2*C_3 )
1606	Testscore 2000
1607	Gen: 146
1608
1609
1610	in: PS.step() 148
1611	pop/push(0,443): ( C_0(X_0)^3 + C_1(X_0)^6 )
1612	Testscore 2000
1613	pop/push(1,444): ( C_0(X_0)^6 + C_1( C_2 + X_0 ) )
1614	Testscore 2000
1615	pop/push(2,445): ( C_0(X_0)^4 + C_1(X_0)^2*( C_2 + X_0 ) )
1616	Testscore 2000
1617	Gen: 147
1618
1619
1620	in: PS.step() 149
1621	pop/push(0,446): ( C_0(X_0)^4 + C_1(X_0)^6 )
1622	Testscore 2000
1623	pop/push(1,447): ( C_0(X_0)^6 + C_1( C_2 + C_3 ) )
1624	Testscore 2000
1625	pop/push(2,448): ( C_0(X_0)^6 + C_1X_0*( C_2 + X_0 ) )
1626	Testscore 2000
1627	Gen: 148
1628
1629
1630	in: PS.step() 150
1631	pop/push(0,449): ( C_0(X_0)^4 + C_1(X_0)^5 )
1632	Testscore 2000
1633	pop/push(1,450): ( C_0(X_0)^7 + C_1( C_2 + X_0 ) )
1634	Testscore 2000
1635	pop/push(2,451): ( C_0(X_0)^4 + C_1(X_0)^2*( C_2 + C_3 ) )
1636	Testscore 2000
1637	Gen: 149
1638
1639
1640	in: PS.step() 151
1641	pop/push(0,452): ( C_0(X_0)^4 + C_1(X_0)^7 )
1642	Testscore 2000
1643	Gen: 150
1644	pop/push(1,453): ( C_0(X_0)^8 + C_1( C_2 + X_0 ) )
1645	Testscore 2000
1646	pop/push(2,454): ( C_0(X_0)^6 + C_1(X_0)^2*( C_2 + X_0 ) )
1647	Testscore 2000
1648
1649
1650	in: PS.step() 152
1651	pop/push(0,455): ( C_0(X_0)^4 + C_1(X_0)^8 )
1652	Testscore 2000
1653	pop/push(1,456): ( C_0(X_0)^8 + C_1( C_2 + C_3 ) )
1654	Testscore 2000
1655	pop/push(2,457): ( C_0(X_0)^8 + C_1X_0*( C_2 + X_0 ) )
1656	Testscore 2000
1657	Gen: 151
1658
1659
1660	in: PS.step() 153
1661	Gen: 152
1662	pop/push(0,458): ( C_0(X_0)^4 + C_1(X_0)^9 )
1663	Testscore 2000
1664	pop/push(1,459): ( C_0(X_0)^9 + C_1( C_2 + X_0 ) )
1665	Testscore 2000
1666	pop/push(2,460): C_0X_0( C_1 + C_2X_0 + C_3(X_0)^5 )
1667	Testscore 2000
1668
1669
1670	in: PS.step() 154
1671	pop/push(0,461): ( C_0(X_0)^4 + C_1(X_0)^10 )
1672	Testscore 2000
1673	pop/push(1,462): ( C_0(X_0)^10 + C_1( C_2 + X_0 ) )
1674	Testscore 2000
1675	pop/push(2,463): ( C_0(X_0)^6 + C_1(X_0)^2*( C_2 + C_3 ) )
1676	Testscore 2000
1677	Gen: 153
1678
1679
1680	in: PS.step() 155
1681	pop/push(0,464): ( C_0(X_0)^4 + C_1(X_0)^11 )
1682	Testscore 2000
1683	pop/push(1,465): ( C_0(X_0)^10 + C_1( C_2 + C_3 ) )
1684	Testscore 2000
1685	pop/push(2,466): ( C_0(X_0)^8 + C_1(X_0)^2*( C_2 + X_0 ) )
1686	Testscore 2000
1687	Gen: 154
1688
1689
1690	in: PS.step() 156
1691	pop/push(0,467): ( C_0(X_0)^4 + C_1(X_0)^12 )
1692	Testscore 2000
1693	pop/push(1,468): ( C_0(X_0)^11 + C_1( C_2 + X_0 ) )
1694	Testscore 2000
1695	pop/push(2,469): ( C_0(X_0)^10 + C_1X_0*( C_2 + X_0 ) )
1696	Testscore 2000
1697	Gen: 155
1698
1699
1700	in: PS.step() 157
1701	pop/push(0,470): C_0(X_0)^5( C_1 + C_2*X_0 )
1702	Testscore 2000
1703	pop/push(1,471): ( C_0(X_0)^12 + C_1( C_2 + X_0 ) )
1704	Testscore 2000
1705	pop/push(2,472): ( C_0(X_0)^8 + C_1(X_0)^2*( C_2 + C_3 ) )
1706	Testscore 2000
1707	Gen: 156
1708
1709
1710	in: PS.step() 158
1711	pop/push(0,473): C_0(C_1X_0)^5*( C_2 + X_0 )
1712	Testscore 2000
1713	pop/push(1,474): ( C_0(X_0)^12 + C_1( C_2 + C_3 ) )
1714	Testscore 2000
1715	pop/push(2,475): ( C_0 + C_1(X_0)^6( C_2 + C_3*(X_0)^2 ) )
1716	Testscore 2000
1717	Gen: 157
1718
1719
1720	in: PS.step() 159
1721	pop/push(0,476): C_0(X_0)^5( C_1 + C_2*X_0 )
1722	Testscore 2000
1723	pop/push(1,477): ( C_0(X_0)^11 + C_1( C_2 + C_3 ) )
1724	Testscore 2000
1725	pop/push(2,478): ( C_0(X_0)^12 + C_1X_0*( C_2 + X_0 ) )
1726	Testscore 2000
1727	Gen: 158
1728
1729
1730	in: PS.step() 160
1731	pop/push(0,479): ( C_0(X_0)^5 + C_1(X_0)^6 )
1732	Testscore 2000
1733	pop/push(1,480): ( C_0(X_0)^9 + C_1( C_2 + C_3 ) )
1734	Testscore 2000
1735	pop/push(2,481): ( C_0 + C_1(X_0)^7( C_2 + X_0 + { C_3 }/{ X_0 } ) )
1736	Testscore 2000
1737	Gen: 159
1738
1739
1740	in: PS.step() 161
1741	pop/push(0,482): C_0(X_0)^6( C_1 + { C_2 }/{ X_0 } )
1742	Testscore 2000
1743	pop/push(1,483): ( C_0(X_0)^7 + C_1( C_2 + C_3 ) )
1744	Testscore 2000
1745	pop/push(2,484): C_0*( C_1 + { C_2 }/{ ( X_0 + { C_3 }/{ X_0 } ) } )
1746	Testscore 2000
1747	Gen: 160
1748
1749
1750	in: PS.step() 162
1751	pop/push(0,485): C_0(X_0)^6( C_1 + { C_2 }/{ C_3 } )
1752	Testscore 2000
1753	pop/push(1,486): ( C_0(X_0)^3 + C_1( C_2 + C_3 ) )
1754	Testscore 2000
1755	pop/push(2,487): ( C_0 + { C_1 }/{ ( X_0 + C_2*{ C_3 }/{ X_0 } ) } )
1756	Testscore 2000
1757	Gen: 161
1758
1759
1760	in: PS.step() 163
1761	pop/push(0,488): ( C_0 + { C_1 }/{ ( C_2 + X_0 ) } )
1762	Testscore 2000
1763	pop/push(1,489): ( C_0 + { C_1 }/{ ( X_0 + { C_2 }/{ (X_0)^2 } ) } )
1764	Testscore 2000
1765	pop/push(2,490): ( C_0 + C_1X_0 + C_2(X_0)^9*( C_3 + X_0 ) )
1766	Testscore 2000
1767	Gen: 162
1768
1769
1770	in: PS.step() 164
1771	pop/push(0,491): ( C_0 + { C_1 }/{ ( C_2 + C_3 ) } )
1772	Testscore 2000
1773	pop/push(1,492): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ (X_0)^2 } ) } )
1774	Testscore 2000
1775	pop/push(2,493): ( C_0(X_0)^4 + C_1X_0( C_2 + C_3X_0 ) )
1776	Testscore 2000
1777	Gen: 163
1778
1779
1780	in: PS.step() 165
1781	pop/push(0,494): ( C_0 + { C_1 }/{ ( C_2 + X_0 ) } )
1782	Testscore 2000
1783	pop/push(1,495): ( C_0 + C_1 + C_2(X_0)^9( C_3 + X_0 ) )
1784	Testscore 2000
1785	pop/push(2,496): ( C_0C_1 + C_2(X_0)^9*( C_3 + X_0 ) )
1786	Testscore 2000
1787	Gen: 164
1788
1789
1790	in: PS.step() 166
1791	pop/push(0,497): ( C_0 + { C_1 }/{ X_0 } + { C_2 }/{ C_3 } )
1792	Testscore 2000
1793	pop/push(1,498): ( C_0 + { C_1 }/{ ( C_2 + C_3*X_0 ) } )
1794	Testscore 2000
1795	pop/push(2,499): ( C_0 + { C_1 }/{ ( C_2 + X_0 ) } + C_3*X_0 )
1796	Testscore 2000
1797	Gen: 165
1798
1799
1800	Gen: 166
1801	in: PS.step() 167
1802	pop/push(0,500): ( C_0 + C_1 + { C_2 }/{ ( C_3 + X_0 ) } )
1803	Testscore 2000
1804	pop/push(1,501): ( { C_0 }/{ ( C_1 + X_0 ) } + C_2*C_3 )
1805	Testscore 2000
1806	pop/push(2,502): ( C_0 + { C_1 }/{ ( C_2 + C_3*(X_0)^2 ) } )
1807	Testscore 2000
1808
1809
1810	in: PS.step() 168
1811	pop/push(0,503): ( { C_0 }/{ ( C_1 + C_2 ) } + C_3*C_4 )
1812	Testscore 2000
1813	pop/push(1,504): ( C_0 + { C_1 }/{ ( C_2 + X_0 + { C_3 }/{ X_0 } ) } )
1814	Testscore 2000
1815	pop/push(2,505): ( C_0C_1 + C_2(X_0)^10*( C_3 + X_0 ) )
1816	Testscore 2000
1817	Gen: 167
1818
1819
1820	in: PS.step() 169
1821	pop/push(0,506): ( { C_0 }/{ C_1 } + C_2*X_0 )
1822	Testscore 2000
1823	pop/push(1,507): ( C_0 + { C_1 }/{ ( C_2 + C_3*X_0 ) } )
1824	Testscore 2000
1825	pop/push(2,508): ( C_0C_1 + C_2(X_0)^8*( C_3 + X_0 ) )
1826	Testscore 2000
1827	Gen: 168
1828
1829
1830	in: PS.step() 170
1831	pop/push(0,509): ( { C_0 }/{ C_1 } + { C_2 }/{ X_0 } )
1832	Testscore 2000
1833	pop/push(1,510): ( { C_0 }/{ ( C_1 + X_0 ) } + C_2*X_0 )
1834	Testscore 2000
1835	pop/push(2,511): ( { C_0 }/{ ( C_1 + C_2X_0 ) } + C_3C_4 )
1836	Testscore 2000
1837	Gen: 169
1838
1839
1840	in: PS.step() 171
1841	pop/push(0,512): ( C_0 + { C_1 }/{ ( C_2 + X_0 ) } )
1842	Testscore 2000
1843	pop/push(1,513): ( C_0 + { C_1 }/{ ( C_2C_3 + C_4X_0 ) } )
1844	Testscore 2000
1845	pop/push(2,514): ( { C_0 }/{ ( C_1 + X_0 + { C_2 }/{ X_0 } ) } + C_3*X_0 )
1846	Testscore 2000
1847	Gen: 170
1848
1849
1850	in: PS.step() 172
1851	pop/push(0,515): ( { C_0 }/{ ( C_1 + C_2 ) } + C_3*X_0 )
1852	Testscore 2000
1853	pop/push(1,516): ( C_0 + { C_1 }/{ ( C_2 + X_0 + { C_3 }/{ X_0 } ) } )
1854	Testscore 2000
1855	pop/push(2,517): ( { C_0 }/{ ( C_1 + X_0 + { C_2 }/{ X_0 } ) } + C_3*C_4 )
1856	Testscore 2000
1857	Gen: 171
1858
1859
1860	in: PS.step() 173
1861	pop/push(0,518): ( C_0 + { C_1 }/{ C_2 } )
1862	Testscore 2000
1863	pop/push(1,519): ( C_0 + { C_1 }/{ ( C_2 + X_0 + C_3*{ C_4 }/{ X_0 } ) } )
1864	Testscore 2000
1865	pop/push(2,520): ( C_0(X_0)^4 + C_1X_0( C_2 + C_3X_0 ) )
1866	Testscore 2000
1867	Gen: 172
1868
1869
1870	in: PS.step() 174
1871	pop/push(0,521): ( { C_0 }/{ C_1 } + C_2*(X_0)^2 )
1872	Testscore 2000
1873	pop/push(1,522): ( C_0 + { C_1 }/{ ( C_2 + X_0 + { C_3 }/{ (X_0)^2 } ) } )
1874	Testscore 2000
1875	pop/push(2,523): C_0(X_0)^2( C_1 + { C_2 }/{ C_3 } + C_4*(X_0)^2 )
1876	Testscore 2000
1877	Gen: 173
1878
1879
1880	in: PS.step() 175
1881	pop/push(0,524): ( C_0 + { C_1 }/{ ( C_2 + C_3 + X_0 ) } )
1882	Testscore 2000
1883	pop/push(1,525): ( C_0 + { C_1 }/{ ( C_2 + C_3 + { C_4 }/{ (X_0)^2 } ) } )
1884	Testscore 2000
1885	pop/push(2,526): ( C_0 + C_1X_0 + C_2(X_0)^2 + C_3*(X_0)^6 )
1886	Testscore 2000
1887	Gen: 174
1888
1889
1890	in: PS.step() 176
1891	pop/push(0,527): ( C_0 + { C_1 }/{ C_2*C_3 } )
1892	Testscore 2000
1893	pop/push(1,528): ( C_0 + C_1 + C_2(X_0)^2 + C_3(X_0)^6 )
1894	Testscore 2000
1895	pop/push(2,529): ( C_0C_1 + C_2(X_0)^2 + C_3*(X_0)^6 )
1896	Testscore 2000
1897	Gen: 175
1898
1899
1900	in: PS.step() 177
1901	pop/push(0,530): ( C_0 + { C_1 }/{ ( X_0 + C_2*C_3 ) } )
1902	Testscore 2000
1903	pop/push(1,531): ( C_0C_1 + C_2(X_0)^9*( C_3 + C_4 ) )
1904	Testscore 2000
1905	pop/push(2,532): ( C_0 + { C_1 }/{ ( X_0 + { C_2 }/{ X_0 } + C_3*C_4 ) } )
1906	Testscore 2000
1907	Gen: 176
1908
1909
1910	in: PS.step() 178
1911	pop/push(0,533): ( { C_0 }/{ ( C_1 + X_0 ) } + { C_2 }/{ X_0 } )
1912	Testscore 2000
1913	pop/push(1,534): ( C_0 + { C_1 }/{ ( C_2 + C_3 ) } + C_4*X_0 )
1914	Testscore 2000
1915	pop/push(2,535): ( C_0 + { C_1 }/{ ( C_2C_3 + C_4X_0 ) } )
1916	Testscore 2000
1917	Gen: 177
1918
1919
1920	in: PS.step() 179
1921	pop/push(0,536): ( C_0 + C_1 + { C_2 }/{ C_3 } )
1922	Testscore 2000
1923	pop/push(1,537): ( { C_0 }/{ ( C_1 + X_0 ) } + { C_2 }/{ C_3 } )
1924	Testscore 2000
1925	pop/push(2,538): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } + C_4*X_0 ) } )
1926	Testscore 2000
1927	Gen: 178
1928
1929
1930	in: PS.step() 180
1931	pop/push(0,539): ( { C_0 }/{ ( C_1 + C_2 ) } + { C_3 }/{ X_0 } )
1932	Testscore 2000
1933	pop/push(1,540): ( C_0(X_0)^5 + C_1( C_2 + C_3 ) )
1934	Testscore 2000
1935	pop/push(2,541): ( C_0C_1 + C_2( C_3 + C_4*X_0 ) )
1936	Testscore 2000
1937	Gen: 179
1938
1939
1940	in: PS.step() 181
1941	pop/push(0,542): ( { C_0 }/{ C_1 } + { C_2 }/{ C_3*X_0 } )
1942	Testscore 2000
1943	pop/push(1,543): C_0( C_1C_2 + C_3*(X_0)^5 )
1944	Testscore 2000
1945	pop/push(2,544): ( { C_0 }/{ C_1 } + { C_2 }/{ ( X_0 + { C_3 }/{ X_0 } ) } )
1946	Testscore 2000
1947	Gen: 180
1948
1949
1950	in: PS.step() 182
1951	pop/push(0,545): C_0(X_0)^7( C_1 + { C_2 }/{ X_0 } )
1952	Testscore 2000
1953	pop/push(1,546): ( C_0 + C_1( C_2 + C_3(X_0)^5 ) )
1954	Testscore 2000
1955	pop/push(2,547): ( C_0 + C_1( C_2C_3 + C_4*X_0 ) )
1956	Testscore 2000
1957	Gen: 181
1958
1959
1960	in: PS.step() 183
1961	pop/push(0,548): C_0(X_0)^6( C_1 + C_2*X_0 )
1962	Testscore 2000
1963	pop/push(1,549): ( C_0 + C_1( C_2 + C_3(X_0)^6 ) )
1964	Testscore 2000
1965	pop/push(2,550): ( C_0 + C_1(X_0)^10( C_2 + X_0 + { C_3 }/{ X_0 } ) )
1966	Testscore 2000
1967	Gen: 182
1968
1969
1970	in: PS.step() 184
1971	pop/push(0,551): C_0(X_0)^6( C_1 + C_2*X_0 )
1972	Testscore 2000
1973	pop/push(1,552): ( C_0 + C_1( C_2 + C_3(X_0)^7 ) )
1974	Testscore 2000
1975	pop/push(2,553): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^5 ) )
1976	Testscore 2000
1977	Gen: 183
1978
1979
1980	in: PS.step() 185
1981	pop/push(0,554): C_0(C_1X_0)^8*( C_2 + X_0 )
1982	Testscore 2000
1983	pop/push(1,555): ( C_0 + C_1( C_2 + C_3(X_0)^8 ) )
1984	Testscore 2000
1985	pop/push(2,556): ( C_0 + C_1(X_0)^10( C_2 + C_3 + { C_4 }/{ X_0 } ) )
1986	Testscore 2000
1987	Gen: 184
1988
1989
1990	in: PS.step() 186
1991	pop/push(0,557): C_0X_0( C_1 + C_2*(X_0)^7 )
1992	Testscore 2000
1993	pop/push(1,558): ( C_0 + C_1( C_2 + C_3(X_0)^9 ) )
1994	Testscore 2000
1995	pop/push(2,559): ( C_0 + C_1(X_0)^11( C_2 + { C_3 }/{ X_0 } ) )
1996	Testscore 2000
1997	Gen: 185
1998
1999
2000	in: PS.step() 187
2001	pop/push(0,560): ( C_0 + C_1*( C_2 + { C_3 }/{ X_0 } ) )
2002	Testscore 2000
2003	pop/push(1,561): ( C_0 + C_1( C_2 + C_3(X_0)^10 ) )
2004	Testscore 2000
2005	pop/push(2,562): ( C_0 + C_1(X_0)^10( C_2 + { C_3 }/{ X_0 } ) )
2006	Testscore 2000
2007	Gen: 186
2008
2009
2010	in: PS.step() 188
2011	pop/push(0,563): ( C_0(X_0)^3 + C_1(X_0)^8 )
2012	Testscore 2000
2013	pop/push(1,564): ( C_0 + C_1( C_2 + C_3(X_0)^11 ) )
2014	Testscore 2000
2015	pop/push(2,565): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^9 ) )
2016	Testscore 2000
2017	Gen: 187
2018
2019
2020	in: PS.step() 189
2021	pop/push(0,566): C_0(X_0)^8( C_1 + C_2*X_0 )
2022	Testscore 2000
2023	pop/push(1,567): ( C_0 + C_1( C_2 + C_3(X_0)^12 ) )
2024	Testscore 2000
2025	pop/push(2,568): ( C_0 + C_1(X_0)^9( C_2 + { C_3 }/{ X_0 } ) )
2026	Testscore 2000
2027	Gen: 188
2028
2029
2030	in: PS.step() 190
2031	pop/push(0,569): C_0(X_0)^8( C_1 + C_2*X_0 )
2032	Testscore 2000
2033	pop/push(1,570): ( C_0 + C_1X_0( C_2 + { C_3 }/{ X_0 } ) )
2034	Testscore 2000
2035	pop/push(2,571): ( C_0 + C_1(X_0)^8( C_2 + { C_3 }/{ X_0 } ) )
2036	Testscore 2000
2037	Gen: 189
2038
2039
2040	in: PS.step() 191
2041	pop/push(0,572): C_0(C_1X_0)^7*( C_2 + X_0 )
2042	Testscore 2000
2043	pop/push(1,573): ( C_0 + C_1(X_0)^2 + C_2(X_0)^5 )
2044	Testscore 2000
2045	pop/push(2,574): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^7 ) )
2046	Testscore 2000
2047	Gen: 190
2048
2049
2050	in: PS.step() 192
2051	pop/push(0,575): C_0(X_0)^7( C_1 + C_2*X_0 )
2052	Testscore 2000
2053	pop/push(1,576): ( C_0 + C_1(X_0)^2 + C_2(X_0)^3 )
2054	Testscore 2000
2055	pop/push(2,577): ( C_0 + C_1(X_0)^12( C_2 + { C_3 }/{ X_0 } ) )
2056	Testscore 2000
2057	Gen: 191
2058
2059
2060	in: PS.step() 193
2061	pop/push(0,578): C_0(X_0)^7( C_1 + C_2*X_0 )
2062	Testscore 2000
2063	pop/push(1,579): ( C_0 + { C_1 }/{ ( C_2 + C_3*(X_0)^3 ) } )
2064	Testscore 2000
2065	pop/push(2,580): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^11 ) )
2066	Testscore 2000
2067	Gen: 192
2068
2069
2070	in: PS.step() 194
2071	pop/push(0,581): C_0(X_0)^8( C_1 + { C_2 }/{ X_0 } )
2072	Testscore 2000
2073	pop/push(1,582): ( C_0 + { C_1 }/{ ( C_2 + C_3*(X_0)^4 ) } )
2074	Testscore 2000
2075	pop/push(2,583): ( C_0 + C_1(X_0)^7( C_2 + { C_3 }/{ X_0 } ) )
2076	Testscore 2000
2077	Gen: 193
2078
2079
2080	in: PS.step() 195
2081	pop/push(0,584): C_0(X_0)^8( C_1 + { C_2 }/{ C_3 } )
2082	Testscore 2000
2083	pop/push(1,585): C_0( C_1 + X_0 )( X_0 + { C_2 }/{ X_0 } )
2084	Testscore 2000
2085	pop/push(2,586): ( C_0 + C_1(X_0)^6( C_2 + { C_3 }/{ X_0 } ) )
2086	Testscore 2000
2087	Gen: 194
2088
2089
2090	in: PS.step() 196
2091	pop/push(0,587): C_0(X_0)^9( C_1 + { C_2 }/{ X_0 } )
2092	Testscore 2000
2093	pop/push(1,588): C_0( C_1 + X_0 )( X_0 + { C_2 }/{ C_3 } )
2094	Testscore 2000
2095	pop/push(2,589): ( C_0 + C_1(X_0)^5( C_2 + { C_3 }/{ X_0 } ) )
2096	Testscore 2000
2097	Gen: 195
2098
2099
2100	in: PS.step() 197
2101	pop/push(0,590): C_0X_0(( C_1 + X_0 ))^2
2102	Testscore 2000
2103	pop/push(1,591): C_0( C_1 + X_0 )( C_2 + C_3 )
2104	Testscore 2000
2105	pop/push(2,592): ( C_0 + C_1(X_0)^4( C_2 + { C_3 }/{ X_0 } ) )
2106	Testscore 2000
2107	Gen: 196
2108
2109
2110	in: PS.step() 198
2111	pop/push(0,593): C_0X_0(( C_1 + C_2 ))^2
2112	Testscore 2000
2113	pop/push(1,594): C_0( C_1 + C_2 )( C_3 + X_0 )
2114	Testscore 2000
2115	pop/push(2,595): C_0X_0( C_1 + X_0 )*( X_0 + { C_2 }/{ X_0 } )
2116	Testscore 2000
2117	Gen: 197
2118
2119
2120	in: PS.step() 199
2121	pop/push(0,596): ( C_0(X_0)^5 + C_1(X_0)^8 )
2122	Testscore 2000
2123	pop/push(1,597): ( C_0X_0 + C_1(( C_2 + X_0 ))^2 )
2124	Testscore 2000
2125	pop/push(2,598): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^12 ) )
2126	Testscore 2000
2127	Gen: 198
2128
2129
2130	in: PS.step() 200
2131	pop/push(0,599): ( C_0 + C_1*(( C_2 + X_0 ))^2 )
2132	Testscore 2000
2133	pop/push(1,600): C_0X_0( C_1 + C_2 )*( X_0 + { C_3 }/{ X_0 } )
2134	Testscore 2000
2135	pop/push(2,601): ( C_0 + C_1(X_0)^2( C_2 + C_3*(X_0)^12 ) )
2136	Testscore 2000
2137	Gen: 199
2138
2139
2140	in: PS.step() 201
2141	pop/push(0,602): ( C_0 + C_1*(( C_2 + X_0 ))^2 )
2142	Testscore 2000
2143	pop/push(1,603): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^10 ) )
2144	Testscore 2000
2145	Gen: 200
2146	pop/push(2,604): C_0( C_1 + C_2(X_0)^3 + C_3*(X_0)^10 )
2147	Testscore 2000
2148
2149
2150	in: PS.step() 202
2151	pop/push(0,605): ( C_0 + C_1X_0(( C_2 + X_0 ))^2 )
2152	Testscore 2000
2153	Gen: 201
2154	pop/push(1,606): C_0( C_1 + C_2X_0 )*( C_3 + X_0 )
2155	Testscore 2000
2156	pop/push(2,607): ( C_0 + C_1X_0( C_2 + C_3*(X_0)^8 ) )
2157	Testscore 2000
2158
2159
2160	PGE: stop sig recv'd
2161	DS sent -1 to Srch 0
2162	PGE sending last report
2163	PGE exitting
2164	DS done = 1 1
2165	DAMD checking last messages
2166	Gen: 202
2167	DS done stopping
2168	0: df(x) = ( 0.079809 )
2169	( C_0 )
2170	coeff: [0.07980850499999992]
2171	size: 2 depth: 2
2172	uId: 0 pId: 0
2173	iId: 0 tId: 0
2174
2175	train NaNs: 0
2176	train L1: 0.046552
2177
2178	test NaNs: 0
2179	test Evals: 2000
2180	test L1: 0.046653
2181	test L2: 0.052102
2182
2183
2184	1: df(x) = ( 0.000179*( 446.069128 + x ) )
2185	( C_0*( C_1 + X_0 ) )
2186	coeff: [0.00017891220135927586 446.06912782062756]
2187	size: 6 depth: 4
2188	uId: 186 pId: 0
2189	iId: 23 tId: 6
2190
2191	train NaNs: 0
2192	train L1: 0.046557
2193
2194	test NaNs: 0
2195	test Evals: 2000
2196	test L1: 0.046653
2197	test L2: 0.052102
2198
2199
2200	2: df(x) = ( 0.089758 + -0.113827*(x)^10 )
2201	( C_0 + C_1*(X_0)^10 )
2202	coeff: [0.08975826941988532 -0.11382672426220787]
2203	size: 6 depth: 4
2204	uId: 108 pId: 0
2205	iId: 11 tId: 0
2206
2207	train NaNs: 0
2208	train L1: 0.039222
2209
2210	test NaNs: 0
2211	test Evals: 2000
2212	test L1: 0.039879
2213	test L2: 0.047607
2214
2215
2216	3: df(x) = ( -0.455121 + 0.544879 + -0.113827*(x)^10 )
2217	( C_0 + C_1 + C_2*(X_0)^10 )
2218	coeff: [-0.4551208652898873 0.5448791347097993 -0.11382672426250028]
2219	size: 7 depth: 4
2220	uId: 132 pId: 0
2221	iId: 13 tId: 5
2222
2223	train NaNs: 0
2224	train L1: 0.039222
2225
2226	test NaNs: 0
2227	test Evals: 2000
2228	test L1: 0.039879
2229	test L2: 0.047607
2230
2231
2232	4: df(x) = ( 0.044581( 2.013354 + -2.553229(x)^10 ) )
2233	( C_0( C_1 + C_2(X_0)^10 ) )
2234	coeff: [0.044581471701526626 2.013353664519131 -2.5532294004338976]
2235	size: 9 depth: 6
2236	uId: 368 pId: 0
2237	iId: 38 tId: 6
2238
2239	train NaNs: 0
2240	train L1: 0.039222
2241
2242	test NaNs: 0
2243	test Evals: 2000
2244	test L1: 0.039879
2245	test L2: 0.047607
2246
2247
2248	5: df(x) = ( 0.645862(x)^2 + -0.720425(x)^4 )
2249	( C_0(X_0)^2 + C_1(X_0)^4 )
2250	coeff: [0.6458615160190124 -0.7204251408607616]
2251	size: 9 depth: 4
2252	uId: 562 pId: 0
2253	iId: 55 tId: 3
2254
2255	train NaNs: 0
2256	train L1: 0.019811
2257
2258	test NaNs: 0
2259	test Evals: 2000
2260	test L1: 0.018470
2261	test L2: 0.022144
2262
2263
2264	6: df(x) = ( 0.023965 + 0.533932(x)^2 + -0.620268(x)^4 )
2265	( C_0 + C_1(X_0)^2 + C_2(X_0)^4 )
2266	coeff: [0.023964551217868623 0.5339322027461939 -0.6202676200946569]
2267	size: 10 depth: 4
2268	uId: 563 pId: 0
2269	iId: 55 tId: 4
2270
2271	train NaNs: 0
2272	train L1: 0.017297
2273
2274	test NaNs: 0
2275	test Evals: 2000
2276	test L1: 0.016753
2277	test L2: 0.019095
2278
2279
2280	7: df(x) = ( -0.488018 + 0.511982 + 0.533932(x)^2 + -0.620268(x)^4 )
2281	( C_0 + C_1 + C_2(X_0)^2 + C_3(X_0)^4 )
2282	coeff: [-0.48801772439372354 0.5119822756071698 0.5339322027846128 -0.6202676201372549]
2283	size: 11 depth: 4
2284	uId: 98 pId: 0
2285	iId: 10 tId: 8
2286
2287	train NaNs: 0
2288	train L1: 0.017297
2289
2290	test NaNs: 0
2291	test Evals: 2000
2292	test L1: 0.016753
2293	test L2: 0.019095
2294
2295
2296	8: df(x) = ( 0.023500 + -0.628076(x)^3( -0.017274 + x + { -0.859639 }/{ x } ) )
2297	( C_0 + C_1(X_0)^3( C_2 + X_0 + { C_3 }/{ X_0 } ) )
2298	coeff: [0.023499672535429197 -0.6280756164648147 -0.0172744367092041 -0.8596389099299493]
2299	size: 12 depth: 5
2300	uId: 746 pId: 0
2301	iId: 75 tId: 5
2302
2303	train NaNs: 0
2304	train L1: 0.016825
2305
2306	test NaNs: 0
2307	test Evals: 2000
2308	test L1: 0.016679
2309	test L2: 0.019366
2310
2311
2312	9: df(x) = 0.188140x( { 3.614176 }/{ ( x + { 0.392684 }/{ x } ) } + -2.739111*x )
2313	C_0X_0( { C_1 }/{ ( X_0 + { C_2 }/{ X_0 } ) } + C_3*X_0 )
2314	coeff: [0.18814032696674224 3.6141760211265845 0.39268390155286803 -2.739111127172396]
2315	size: 14 depth: 6
2316	uId: 1090 pId: 0
2317	iId: 112 tId: 9
2318
2319	train NaNs: 0
2320	train L1: 0.005425
2321
2322	test NaNs: 0
2323	test Evals: 2000
2324	test L1: 0.005231
2325	test L2: 0.006504
2326
2327
2328	10: df(x) = ( -0.460096 + 0.539904 )
2329	( C_0 + C_1 )
2330	coeff: [-0.4600957474977863 0.5399042525020434]
2331	size: 3 depth: 2
2332	uId: 11 pId: 0
2333	iId: 1 tId: 4
2334
2335	train NaNs: 0
2336	train L1: 0.046552
2337
2338	test NaNs: 0
2339	test Evals: 2000
2340	test L1: 0.046653
2341	test L2: 0.052102
2342
2343
2344	11: df(x) = ( 0.039904*( 1.000001 + 1.000001 ) )
2345	( C_0*( C_1 + C_2 ) )
2346	coeff: [0.039904220817904595 1.0000007939534894 1.0000007939534894]
2347	size: 6 depth: 4
2348	uId: 184 pId: 0
2349	iId: 23 tId: 4
2350
2351	train NaNs: 0
2352	train L1: 0.046552
2353
2354	test NaNs: 0
2355	test Evals: 2000
2356	test L1: 0.046653
2357	test L2: 0.052102
2358
2359
2360	12: df(x) = ( 0.089758 + -0.113827*(x)^10 )
2361	( C_0 + C_1*(X_0)^10 )
2362	coeff: [0.08975826937843648 -0.11382672380770797]
2363	size: 6 depth: 4
2364	uId: 676 pId: 0
2365	iId: 70 tId: 0
2366
2367	train NaNs: 0
2368	train L1: 0.039222
2369
2370	test NaNs: 0
2371	test Evals: 2000
2372	test L1: 0.039879
2373	test L2: 0.047607
2374
2375
2376	13: df(x) = ( 0.0897251.000374 + -0.113827(x)^10 )
2377	( C_0C_1 + C_2(X_0)^10 )
2378	coeff: [0.08972473511049411 1.0003737465410334 -0.11382672426222396]
2379	size: 8 depth: 4
2380	uId: 133 pId: 0
2381	iId: 13 tId: 6
2382
2383	train NaNs: 0
2384	train L1: 0.039222
2385
2386	test NaNs: 0
2387	test Evals: 2000
2388	test L1: 0.039879
2389	test L2: 0.047607
2390
2391
2392	14: df(x) = ( 0.417058(x)^2 + -0.509817(x)^6 )
2393	( C_0(X_0)^2 + C_1(X_0)^6 )
2394	coeff: [0.41705755653695775 -0.5098174467080481]
2395	size: 9 depth: 4
2396	uId: 622 pId: 0
2397	iId: 63 tId: 1
2398
2399	train NaNs: 0
2400	train L1: 0.031006
2401
2402	test NaNs: 0
2403	test Evals: 2000
2404	test L1: 0.029352
2405	test L2: 0.034465
2406
2407
2408	15: df(x) = ( 0.257298(x)^2( 2.510171 + -2.799966*(x)^2 ) )
2409	( C_0(X_0)^2( C_1 + C_2*(X_0)^2 ) )
2410	coeff: [0.2572978375106597 2.510170789984332 -2.7999657823276265]
2411	size: 11 depth: 6
2412	uId: 273 pId: 0
2413	iId: 32 tId: 4
2414
2415	train NaNs: 0
2416	train L1: 0.019811
2417
2418	test NaNs: 0
2419	test Evals: 2000
2420	test L1: 0.018470
2421	test L2: 0.022144
2422
2423
2424	16: df(x) = ( 0.123200( 0.194517 + 4.333851(x)^2 + -5.034623*(x)^4 ) )
2425	( C_0( C_1 + C_2(X_0)^2 + C_3*(X_0)^4 ) )
2426	coeff: [0.1232004171878126 0.19451680246267214 4.333850606777665 -5.034622725276531]
2427	size: 13 depth: 6
2428	uId: 1198 pId: 0
2429	iId: 125 tId: 9
2430
2431	train NaNs: 0
2432	train L1: 0.017297
2433
2434	test NaNs: 0
2435	test Evals: 2000
2436	test L1: 0.016753
2437	test L2: 0.019095
2438
2439
2440	17: df(x) = ( 0.023744 + 0.004765x + 0.537021(x)^2 + -0.624101*(x)^4 )
2441	( C_0 + C_1X_0 + C_2(X_0)^2 + C_3*(X_0)^4 )
2442	coeff: [0.02374396283271535 0.004764666049497733 0.5370212512621719 -0.6241013258245458]
2443	size: 13 depth: 4
2444	uId: 69 pId: 0
2445	iId: 8 tId: 5
2446
2447	train NaNs: 0
2448	train L1: 0.017115
2449
2450	test NaNs: 0
2451	test Evals: 2000
2452	test L1: 0.016737
2453	test L2: 0.019227
2454
2455
2456	18: df(x) = ( -0.007278*x )
2457	( C_0*X_0 )
2458	coeff: [-0.007277815373102399]
2459	size: 4 depth: 3
2460	uId: 4 pId: 0
2461	iId: 0 tId: 2
2462
2463	train NaNs: 0
2464	train L1: 0.079488
2465
2466	test NaNs: 0
2467	test Evals: 2000
2468	test L1: 0.075451
2469	test L2: 0.091541
2470
2471
2472	19: df(x) = ( 0.135160*(x)^2 )
2473	( C_0*(X_0)^2 )
2474	coeff: [0.13516013232889207]
2475	size: 5 depth: 4
2476	uId: 5 pId: 0
2477	iId: 0 tId: 3
2478
2479	train NaNs: 0
2480	train L1: 0.063533
2481
2482	test NaNs: 0
2483	test Evals: 2000
2484	test L1: 0.060615
2485	test L2: 0.071865
2486
2487
2488	20: df(x) = ( -0.389928 + { 0.629638 }/{ 1.340407 } )
2489	( C_0 + { C_1 }/{ C_2 } )
2490	coeff: [-0.3899279194631978 0.6296379845590204 1.340406985195743]
2491	size: 5 depth: 3
2492	uId: 21 pId: 0
2493	iId: 2 tId: 7
2494
2495	train NaNs: 0
2496	train L1: 0.046552
2497
2498	test NaNs: 0
2499	test Evals: 2000
2500	test L1: 0.046653
2501	test L2: 0.052102
2502
2503
2504	21: df(x) = ( 0.090761 + -0.103439*(x)^8 )
2505	( C_0 + C_1*(X_0)^8 )
2506	coeff: [0.0907608642925428 -0.10343919699317938]
2507	size: 6 depth: 4
2508	uId: 77 pId: 0
2509	iId: 9 tId: 0
2510
2511	train NaNs: 0
2512	train L1: 0.039271
2513
2514	test NaNs: 0
2515	test Evals: 2000
2516	test L1: 0.039981
2517	test L2: 0.047993
2518
2519
2520	22: df(x) = ( 0.089779 + 0.000511x + -0.114000(x)^10 )
2521	( C_0 + C_1X_0 + C_2(X_0)^10 )
2522	coeff: [0.08977937138634777 0.0005113107462998685 -0.11399993857892284]
2523	size: 9 depth: 4
2524	uId: 117 pId: 0
2525	iId: 12 tId: 1
2526
2527	train NaNs: 0
2528	train L1: 0.039221
2529
2530	test NaNs: 0
2531	test Evals: 2000
2532	test L1: 0.039874
2533	test L2: 0.047610
2534
2535
2536	23: df(x) = ( 0.039779 + 0.288512(x)^2 + -0.400207(x)^6 )
2537	( C_0 + C_1(X_0)^2 + C_2(X_0)^6 )
2538	coeff: [0.03977857423208525 0.2885123637683397 -0.40020685007835194]
2539	size: 10 depth: 4
2540	uId: 85 pId: 0
2541	iId: 9 tId: 8
2542
2543	train NaNs: 0
2544	train L1: 0.025281
2545
2546	test NaNs: 0
2547	test Evals: 2000
2548	test L1: 0.024849
2549	test L2: 0.027762
2550
2551
2552	24: df(x) = ( -0.420703 + { 0.604039 }/{ 1.358407 } + 0.533932(x)^2 + -0.620268(x)^4 )
2553	( C_0 + { C_1 }/{ C_2 } + C_3(X_0)^2 + C_4(X_0)^4 )
2554	coeff: [-0.4207025826743423 0.6040391495021012 1.3584074546299565 0.533932202784663 -0.6202676201373105]
2555	size: 13 depth: 4
2556	uId: 633 pId: 0
2557	iId: 64 tId: 4
2558
2559	train NaNs: 0
2560	train L1: 0.017297
2561
2562	test NaNs: 0
2563	test Evals: 2000
2564	test L1: 0.016753
2565	test L2: 0.019095
2566
2567
2568	25: df(x) = ( 0.107596*(x)^4 )
2569	( C_0*(X_0)^4 )
2570	coeff: [0.1075955097120901]
2571	size: 5 depth: 4
2572	uId: 10 pId: 0
2573	iId: 1 tId: 3
2574
2575	train NaNs: 0
2576	train L1: 0.075150
2577
2578	test NaNs: 0
2579	test Evals: 2000
2580	test L1: 0.071246
2581	test L2: 0.084722
2582
2583
2584	26: df(x) = ( 0.088826 + -0.120377*(x)^12 )
2585	( C_0 + C_1*(X_0)^12 )
2586	coeff: [0.08882586853072429 -0.12037659907420865]
2587	size: 6 depth: 4
2588	uId: 127 pId: 0
2589	iId: 13 tId: 0
2590
2591	train NaNs: 0
2592	train L1: 0.039570
2593
2594	test NaNs: 0
2595	test Evals: 2000
2596	test L1: 0.040228
2597	test L2: 0.047558
2598
2599
2600	27: df(x) = ( -0.454620 + 0.545380 + -0.103439*(x)^8 )
2601	( C_0 + C_1 + C_2*(X_0)^8 )
2602	coeff: [-0.45461956785381225 0.5453804321463402 -0.10343919699304255]
2603	size: 7 depth: 4
2604	uId: 151 pId: 0
2605	iId: 17 tId: 0
2606
2607	train NaNs: 0
2608	train L1: 0.039271
2609
2610	test NaNs: 0
2611	test Evals: 2000
2612	test L1: 0.039981
2613	test L2: 0.047993
2614
2615
2616	28: df(x) = ( 0.025357( 1.769907 + 1.769907 + -4.489008(x)^10 ) )
2617	( C_0( C_1 + C_2 + C_3(X_0)^10 ) )
2618	coeff: [0.025356768556498554 1.7699074948298628 1.7699074948298603 -4.489007509668511]
2619	size: 10 depth: 6
2620	uId: 506 pId: 0
2621	iId: 50 tId: 9
2622
2623	train NaNs: 0
2624	train L1: 0.039222
2625
2626	test NaNs: 0
2627	test Evals: 2000
2628	test L1: 0.039879
2629	test L2: 0.047607
2630
2631
2632	29: df(x) = ( 0.048944 + 0.198785(x)^2 + -0.322504(x)^8 )
2633	( C_0 + C_1(X_0)^2 + C_2(X_0)^8 )
2634	coeff: [0.048944453536803385 0.19878545245083867 -0.32250419172301303]
2635	size: 10 depth: 4
2636	uId: 152 pId: 0
2637	iId: 17 tId: 1
2638
2639	train NaNs: 0
2640	train L1: 0.030115
2641
2642	test NaNs: 0
2643	test Evals: 2000
2644	test L1: 0.029889
2645	test L2: 0.033277
2646
2647
2648	30: df(x) = ( 0.091500 + -0.086131*(x)^6 )
2649	( C_0 + C_1*(X_0)^6 )
2650	coeff: [0.09150033620008655 -0.08613075105110764]
2651	size: 6 depth: 4
2652	uId: 56 pId: 0
2653	iId: 7 tId: 3
2654
2655	train NaNs: 0
2656	train L1: 0.040615
2657
2658	test NaNs: 0
2659	test Evals: 2000
2660	test L1: 0.041318
2661	test L2: 0.048979
2662
2663
2664	31: df(x) = ( 0.025357( 1.769907 + 1.769907 + -4.489008(x)^10 ) )
2665	( C_0( C_1 + C_2 + C_3(X_0)^10 ) )
2666	coeff: [0.025356768556498554 1.7699074948298628 1.7699074948298603 -4.489007509668511]
2667	size: 10 depth: 6
2668	uId: 506 pId: 0
2669	iId: 50 tId: 9
2670
2671	train NaNs: 0
2672	train L1: 0.039222
2673
2674	test NaNs: 0
2675	test Evals: 2000
2676	test L1: 0.039879
2677	test L2: 0.047607
2678
2679
2680	Cleaning Main
2681	DS leaving Run()

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source: branches/2929_PrioritizedGrammarEnumeration/HeuristicLab.Algorithms.DataAnalysis.PGE/3.3/tmplog/Koza_3_GoOut.log

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