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Koza_1_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: 58.6 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_1.cfg
34	Prob: &{Koza_1 [] <nil> 1000 benchmark [benchmark/Koza_1.trn] [benchmark/Koza_1.tst] [] [] 0.01 0 [0] [] [] [] 0xc0000ae000}
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_1/pge/
38	Setting up problem: Koza_1
39	Reading Trainging File: benchmark/Koza_1.trn
40	Var Names = [f(xs)] \| [x]
41	Point(%d): %v
42	0 {[0.920238] [3.263503]}
43	Point(%d): %v
44	100 {[-0.619906] [-0.326168]}
45	Point(%d): %v
46	200 {[] []}
47	Num Points: 200
48	Reading Testing File: benchmark/Koza_1.tst
49	Var Names = [f(xs)] \| [x]
50	Point(%d): %v
51	0 {[0.835861] [2.606642]}
52	Point(%d): %v
53	100 {[0.846164] [2.680655]}
54	Point(%d): %v
55	200 {[0.304384] [0.433819]}
56	Point(%d): %v
57	300 {[-0.980447] [-0.0376]}
58	Point(%d): %v
59	400 {[-0.0472] [-0.045072]}
60	Point(%d): %v
61	500 {[0.305563] [0.436179]}
62	Point(%d): %v
63	600 {[0.641056] [1.484335]}
64	Point(%d): %v
65	700 {[-0.99789] [-0.004203]}
66	Point(%d): %v
67	800 {[0.436758] [0.747219]}
68	Point(%d): %v
69	900 {[-0.858258] [-0.21126]}
70	Point(%d): %v
71	1000 {[-0.001882] [-0.001878]}
72	Point(%d): %v
73	1100 {[0.095649] [0.105756]}
74	Point(%d): %v
75	1200 {[0.979864] [3.802657]}
76	Point(%d): %v
77	1300 {[-0.343708] [-0.252221]}
78	Point(%d): %v
79	1400 {[-0.395967] [-0.276678]}
80	Point(%d): %v
81	1500 {[0.016921] [0.017212]}
82	Point(%d): %v
83	1600 {[0.2475] [0.327669]}
84	Point(%d): %v
85	1700 {[0.160253] [0.190709]}
86	Point(%d): %v
87	1800 {[0.563293] [1.160001]}
88	Point(%d): %v
89	1900 {[0.260586] [0.350798]}
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: [0.48808762998194877]
124	size: 2 depth: 2
125	uId: 0 pId: 0
126	iId: 0 tId: 0
127
128	train NaNs: 0
129	train L1: 0.855128
130
131	test NaNs: 0
132	test Evals: 2000
133	test L1: 0.840167
134	test L2: 1.092449
135
136	pop/push(1,1): ( C_0*X_0 )
137	Testscore 2000
138	Best New Min Error: ( C_0*X_0 )
139	coeff: [1.7059531450667809]
140	size: 4 depth: 3
141	uId: 0 pId: 0
142	iId: 0 tId: 1
143
144	train NaNs: 0
145	train L1: 0.523722
146
147	test NaNs: 0
148	test Evals: 2000
149	test L1: 0.555682
150	test L2: 0.785231
151
152
153
154	in: PS.step() 1
155	pop/push(0,2): C_0*X_0
156	Testscore 2000
157	pop/push(1,3): ( C_0 + C_1*X_0 )
158	Testscore 2000
159	pop/push(2,4): C_0*(X_0)^2
160	Testscore 2000
161	Gen: 0
162
163
164	in: PS.step() 2
165	pop/push(0,5): ( C_0 + C_1 )
166	Testscore 2000
167	pop/push(1,6): C_0*(X_0)^3
168	Testscore 2000
169	pop/push(2,7): ( { C_0 }/{ X_0 } + C_1*X_0 )
170	Testscore 2000
171	Gen: 1
172
173
174	in: PS.step() 3
175	pop/push(0,8): C_0*(X_0)^4
176	Testscore 2000
177	pop/push(1,9): C_0(C_1X_0)^3
178	Testscore 2000
179	pop/push(2,10): ( C_0C_1 + C_2X_0 )
180	Testscore 2000
181	Gen: 2
182
183
184	in: PS.step() 4
185	pop/push(0,11): C_0*(X_0)^5
186	Testscore 2000
187	pop/push(1,12): ( { C_0 }/{ C_1 } + C_2*X_0 )
188	Testscore 2000
189	pop/push(2,13): ( C_0X_0 + C_1(X_0)^2 )
190	Testscore 2000
191	Gen: 3
192
193
194	in: PS.step() 5
195	pop/push(0,14): C_0*(X_0)^6
196	Testscore 2000
197	pop/push(1,15): C_0(C_1X_0)^5
198	Testscore 2000
199	pop/push(2,16): C_0*( X_0 + { C_1 }/{ X_0 } )
200	Testscore 2000
201	Gen: 4
202
203
204	Gen: 5
205	in: PS.step() 6
206	pop/push(0,17): C_0*(X_0)^7
207	Testscore 2000
208	pop/push(1,18): C_0*( X_0 + { C_1 }/{ C_2 } )
209	Testscore 2000
210	pop/push(2,19): ( C_0X_0 + C_1(X_0)^4 )
211	Testscore 2000
212
213
214	in: PS.step() 7
215	pop/push(0,20): C_0*(X_0)^8
216	Testscore 2000
217	pop/push(1,21): C_0*( C_1 + X_0 )
218	Testscore 2000
219	pop/push(2,22): C_0X_0( C_1 + X_0 )
220	Testscore 2000
221	Gen: 6
222
223
224	in: PS.step() 8
225	pop/push(0,23): C_0*(X_0)^9
226	Testscore 2000
227	pop/push(1,24): C_0X_0( C_1 + C_2 )
228	Testscore 2000
229	pop/push(2,25): C_0(X_0)^2( C_1 + X_0 )
230	Testscore 2000
231	Gen: 7
232
233
234	in: PS.step() 9
235	pop/push(0,26): C_0*(X_0)^10
236	Testscore 2000
237	pop/push(1,27): C_0(C_1X_0)^7
238	Testscore 2000
239	pop/push(2,28): C_0(X_0)^3( C_1 + X_0 )
240	Testscore 2000
241	Gen: 8
242
243
244	in: PS.step() 10
245	pop/push(0,29): C_0*(X_0)^11
246	Testscore 2000
247	pop/push(1,30): C_0(C_1X_0)^9
248	Testscore 2000
249	pop/push(2,31): C_0(X_0)^4( C_1 + X_0 )
250	Testscore 2000
251	Gen: 9
252
253
254	in: PS.step() 11
255	pop/push(0,32): C_0*(X_0)^12
256	Testscore 2000
257	pop/push(1,33): C_0(C_1X_0)^11
258	Testscore 2000
259	pop/push(2,34): C_0(X_0)^5( C_1 + X_0 )
260	Testscore 2000
261	Gen: 10
262
263
264	in: PS.step() 12
265	pop/push(0,35): C_0*( C_1 + C_2 )
266	Testscore 2000
267	pop/push(1,36): C_0(C_1X_0)^2
268	Testscore 2000
269	pop/push(2,37): C_0(X_0)^6( C_1 + X_0 )
270	Testscore 2000
271	Gen: 11
272
273
274	in: PS.step() 13
275	pop/push(0,38): ( C_0 + { C_1 }/{ X_0 } )
276	Testscore 2000
277	pop/push(1,39): ( C_0 + C_1*(X_0)^4 )
278	Testscore 2000
279	pop/push(2,40): C_0(X_0)^7( C_1 + X_0 )
280	Testscore 2000
281	Gen: 12
282
283
284	in: PS.step() 14
285	pop/push(0,41): ( C_0 + { C_1 }/{ C_2 } )
286	Testscore 2000
287	pop/push(1,42): ( C_0 + C_1*(X_0)^3 )
288	Testscore 2000
289	pop/push(2,43): C_0( C_1 + C_2X_0 )
290	Testscore 2000
291	Gen: 13
292
293
294	in: PS.step() 15
295	pop/push(0,44): ( C_0 + { C_1 }/{ X_0 } )
296	Testscore 2000
297	pop/push(1,45): ( C_0 + C_1*(X_0)^5 )
298	Testscore 2000
299	pop/push(2,46): C_0( C_1 + C_2X_0 )
300	Testscore 2000
301	Gen: 14
302
303
304	in: PS.step() 16
305	pop/push(0,47): ( C_0 + C_1*(X_0)^4 )
306	Testscore 2000
307	pop/push(1,48): C_0(X_0)^8( C_1 + X_0 )
308	Testscore 2000
309	pop/push(2,49): C_0X_0( C_1 + C_2*X_0 )
310	Testscore 2000
311	Gen: 15
312
313
314	in: PS.step() 17
315	pop/push(0,50): C_0(C_1X_0)^4
316	Testscore 2000
317	pop/push(1,51): C_0(X_0)^9( C_1 + X_0 )
318	Testscore 2000
319	pop/push(2,52): C_0X_0( C_1 + C_2*X_0 )
320	Testscore 2000
321	Gen: 16
322
323
324	in: PS.step() 18
325	pop/push(0,53): ( C_0 + C_1*(X_0)^2 )
326	Testscore 2000
327	pop/push(1,54): C_0(X_0)^10( C_1 + X_0 )
328	Testscore 2000
329	pop/push(2,55): ( C_0X_0 + C_1(X_0)^6 )
330	Testscore 2000
331	Gen: 17
332
333
334	in: PS.step() 19
335	pop/push(0,56): ( C_0 + C_1*(X_0)^2 )
336	Testscore 2000
337	pop/push(1,57): C_0(X_0)^11( C_1 + X_0 )
338	Testscore 2000
339	pop/push(2,58): ( C_0X_0 + C_1(X_0)^8 )
340	Testscore 2000
341	Gen: 18
342
343
344	in: PS.step() 20
345	pop/push(0,59): C_0(C_1X_0)^6
346	Testscore 2000
347	pop/push(1,60): C_0(X_0)^12( C_1 + X_0 )
348	Testscore 2000
349	pop/push(2,61): ( C_0X_0 + C_1(X_0)^10 )
350	Testscore 2000
351	Gen: 19
352
353
354	in: PS.step() 21
355	pop/push(0,62): ( C_0 + C_1*(X_0)^6 )
356	Testscore 2000
357	pop/push(1,63): C_0(X_0)^3( C_1 + C_2 )
358	Testscore 2000
359	pop/push(2,64): ( C_0X_0 + C_1(X_0)^12 )
360	Testscore 2000
361	Gen: 20
362
363
364	in: PS.step() 22
365	pop/push(0,65): ( C_0 + C_1*(X_0)^7 )
366	Testscore 2000
367	pop/push(1,66): C_0*( C_1 + X_0 + { C_2 }/{ X_0 } )
368	Testscore 2000
369	pop/push(2,67): C_0X_0( C_1 + X_0 + { C_2 }/{ X_0 } )
370	Testscore 2000
371	Gen: 21
372
373
374	in: PS.step() 23
375	pop/push(0,68): ( C_0 + C_1*(X_0)^6 )
376	Testscore 2000
377	pop/push(1,69): C_0(X_0)^5( C_1 + C_2 )
378	Testscore 2000
379	pop/push(2,70): ( C_0 + { C_1 }/{ X_0 } + C_2*X_0 )
380	Testscore 2000
381	Gen: 22
382
383
384	in: PS.step() 24
385	pop/push(0,71): C_0(C_1X_0)^8
386	Testscore 2000
387	pop/push(1,72): C_0(X_0)^7( C_1 + C_2 )
388	Testscore 2000
389	pop/push(2,73): C_0*( C_1 + X_0 + { C_2 }/{ C_3 } )
390	Testscore 2000
391	Gen: 23
392
393
394	in: PS.step() 25
395	pop/push(0,74): C_0(C_1X_0)^10
396	Testscore 2000
397	pop/push(1,75): C_0( X_0 + C_1C_2 )
398	Testscore 2000
399	pop/push(2,76): C_0X_0( X_0 + C_1*C_2 )
400	Testscore 2000
401	Gen: 24
402
403
404	in: PS.step() 26
405	pop/push(0,77): C_0(C_1X_0)^12
406	Testscore 2000
407	pop/push(1,78): C_0(X_0)^9( C_1 + C_2 )
408	Testscore 2000
409	pop/push(2,79): ( C_0 + { C_1 }/{ C_2 } + C_3*X_0 )
410	Testscore 2000
411	Gen: 25
412
413
414	in: PS.step() 27
415	pop/push(0,80): ( C_0 + C_1*(X_0)^8 )
416	Testscore 2000
417	pop/push(1,81): C_0(X_0)^11( C_1 + C_2 )
418	Testscore 2000
419	pop/push(2,82): ( C_0X_0 + C_1(X_0)^5 )
420	Testscore 2000
421	Gen: 26
422
423
424	in: PS.step() 28
425	pop/push(0,83): ( C_0 + C_1*(X_0)^5 )
426	Testscore 2000
427	pop/push(1,84): ( C_0X_0 + C_1(X_0)^3 )
428	Testscore 2000
429	Gen: 27
430	pop/push(2,85): C_0X_0( C_1 + X_0 + { C_2 }/{ C_3 } )
431	Testscore 2000
432
433
434	in: PS.step() 29
435	pop/push(0,86): ( C_0 + C_1*(X_0)^3 )
436	Testscore 2000
437	Gen: 28
438	pop/push(1,87): ( C_0 + C_1X_0 + C_2(X_0)^2 )
439	Testscore 2000
440	pop/push(2,88): C_0(X_0)^2( C_1 + X_0 + { C_2 }/{ X_0 } )
441	Testscore 2000
442
443
444	in: PS.step() 30
445	pop/push(0,89): ( C_0 + C_1*(X_0)^9 )
446	Testscore 2000
447	pop/push(1,90): ( C_0X_0 + C_1(X_0)^7 )
448	Testscore 2000
449	pop/push(2,91): ( C_0 + C_1X_0 + C_2(X_0)^4 )
450	Testscore 2000
451	Gen: 29
452
453
454	in: PS.step() 31
455	pop/push(0,92): ( C_0 + C_1*(X_0)^7 )
456	Testscore 2000
457	pop/push(1,93): ( C_0X_0 + C_1(X_0)^9 )
458	Testscore 2000
459	pop/push(2,94): ( C_0 + C_1X_0 + C_2(X_0)^6 )
460	Testscore 2000
461	Gen: 30
462
463
464	in: PS.step() 32
465	pop/push(0,95): ( C_0 + C_1*(X_0)^9 )
466	Testscore 2000
467	pop/push(1,96): ( C_0X_0 + C_1(X_0)^11 )
468	Testscore 2000
469	pop/push(2,97): C_0(C_1X_0)^2*( C_2 + X_0 )
470	Testscore 2000
471	Gen: 31
472
473
474	in: PS.step() 33
475	pop/push(0,98): ( C_0 + C_1*(X_0)^11 )
476	Testscore 2000
477	pop/push(1,99): ( { C_0 }/{ X_0 } + C_1*(X_0)^3 )
478	Testscore 2000
479	pop/push(2,100): ( C_0(X_0)^2 + C_1(X_0)^3 )
480	Testscore 2000
481	Gen: 32
482
483
484	in: PS.step() 34
485	pop/push(0,101): ( C_0 + C_1*(X_0)^11 )
486	Testscore 2000
487	pop/push(1,102): ( { C_0 }/{ C_1 } + C_2*(X_0)^3 )
488	Testscore 2000
489	pop/push(2,103): C_0(X_0)^2( C_1 + C_2*X_0 )
490	Testscore 2000
491	Gen: 33
492
493
494	in: PS.step() 35
495	pop/push(0,104): ( C_0 + C_1*(X_0)^8 )
496	Testscore 2000
497	pop/push(1,105): C_0(X_0)^2( C_1 + C_2 )
498	Testscore 2000
499	pop/push(2,106): ( { C_0 }/{ X_0 } + C_1*(X_0)^5 )
500	Testscore 2000
501	Gen: 34
502
503
504	in: PS.step() 36
505	pop/push(0,107): ( C_0 + C_1*(X_0)^10 )
506	Testscore 2000
507	pop/push(1,108): ( C_0 + C_1 + C_2*(X_0)^4 )
508	Testscore 2000
509	pop/push(2,109): ( { C_0 }/{ C_1 } + C_2*(X_0)^5 )
510	Testscore 2000
511	Gen: 35
512
513
514	in: PS.step() 37
515	pop/push(0,110): ( C_0 + C_1*(X_0)^10 )
516	Testscore 2000
517	pop/push(1,111): C_0(X_0)^4( C_1 + C_2 )
518	Testscore 2000
519	pop/push(2,112): ( C_0C_1 + C_2(X_0)^3 )
520	Testscore 2000
521	Gen: 36
522
523
524	in: PS.step() 38
525	pop/push(0,113): ( C_0 + C_1*(X_0)^12 )
526	Testscore 2000
527	pop/push(1,114): ( C_0 + C_1 + C_2*(X_0)^2 )
528	Testscore 2000
529	pop/push(2,115): ( C_0C_1 + C_2(X_0)^5 )
530	Testscore 2000
531	Gen: 37
532
533
534	in: PS.step() 39
535	pop/push(0,116): ( C_0 + C_1*(X_0)^12 )
536	Testscore 2000
537	pop/push(1,117): C_0(X_0)^6( C_1 + C_2 )
538	Testscore 2000
539	pop/push(2,118): ( { C_0 }/{ X_0 } + C_1*(X_0)^7 )
540	Testscore 2000
541	Gen: 38
542
543
544	in: PS.step() 40
545	pop/push(0,119): ( C_0 + C_1 + { C_2 }/{ X_0 } )
546	Testscore 2000
547	pop/push(1,120): ( C_0 + C_1 + C_2*(X_0)^6 )
548	Testscore 2000
549	pop/push(2,121): ( { C_0 }/{ C_1 } + C_2*(X_0)^7 )
550	Testscore 2000
551	Gen: 39
552
553
554	in: PS.step() 41
555	pop/push(0,122): C_0(X_0)^8( C_1 + C_2 )
556	Testscore 2000
557	pop/push(1,123): ( C_0C_1 + C_2(X_0)^7 )
558	Testscore 2000
559	pop/push(2,124): C_0(X_0)^2( C_1 + C_2*X_0 )
560	Testscore 2000
561	Gen: 40
562
563
564	in: PS.step() 42
565	Gen: 41
566	pop/push(0,125): C_0(X_0)^10( C_1 + C_2 )
567	Testscore 2000
568	pop/push(1,126): ( { C_0 }/{ X_0 } + C_1*(X_0)^9 )
569	Testscore 2000
570	pop/push(2,127): C_0(X_0)^3( C_1 + C_2*X_0 )
571	Testscore 2000
572
573
574	in: PS.step() 43
575	pop/push(0,128): C_0(X_0)^12( C_1 + C_2 )
576	Testscore 2000
577	pop/push(1,129): ( { C_0 }/{ C_1 } + C_2*(X_0)^9 )
578	Testscore 2000
579	pop/push(2,130): C_0(X_0)^3( C_1 + C_2*X_0 )
580	Testscore 2000
581	Gen: 42
582
583
584	in: PS.step() 44
585	pop/push(0,131): ( { C_0 }/{ C_1 } + C_2*C_3 )
586	Testscore 2000
587	pop/push(1,132): ( { C_0 }/{ X_0 } + C_1*(X_0)^11 )
588	Testscore 2000
589	pop/push(2,133): C_0(C_1X_0)^3*( C_2 + X_0 )
590	Testscore 2000
591	Gen: 43
592
593
594	in: PS.step() 45
595	pop/push(0,134): C_0*( C_1 + { C_2 }/{ X_0 } )
596	Testscore 2000
597	pop/push(1,135): ( { C_0 }/{ C_1 } + C_2*(X_0)^11 )
598	Testscore 2000
599	pop/push(2,136): ( C_0 + C_1X_0 + C_2(X_0)^8 )
600	Testscore 2000
601	Gen: 44
602
603
604	in: PS.step() 46
605	pop/push(0,137): ( C_0 + C_1 + C_2*(X_0)^8 )
606	Testscore 2000
607	pop/push(1,138): C_0X_0( C_1 + { C_2 }/{ X_0 } )
608	Testscore 2000
609	pop/push(2,139): ( C_0 + C_1X_0 + C_2(X_0)^10 )
610	Testscore 2000
611	Gen: 45
612
613
614	in: PS.step() 47
615	pop/push(0,140): ( C_0 + C_1 + C_2*(X_0)^10 )
616	Testscore 2000
617	pop/push(1,141): C_0X_0( C_1 + { C_2 }/{ C_3 } )
618	Testscore 2000
619	pop/push(2,142): C_0(X_0)^2( C_1 + { C_2 }/{ X_0 } )
620	Testscore 2000
621	Gen: 46
622
623
624	in: PS.step() 48
625	pop/push(0,143): C_0*( C_1 + { C_2 }/{ C_3 } )
626	Testscore 2000
627	pop/push(1,144): ( C_0C_1 + C_2(X_0)^9 )
628	Testscore 2000
629	pop/push(2,145): C_0(X_0)^3( C_1 + { C_2 }/{ X_0 } )
630	Testscore 2000
631	Gen: 47
632
633
634	in: PS.step() 49
635	pop/push(0,146): C_0*( C_1 + { C_2 }/{ X_0 } )
636	Testscore 2000
637	pop/push(1,147): ( C_0C_1 + C_2(X_0)^11 )
638	Testscore 2000
639	Gen: 48
640	pop/push(2,148): C_0(X_0)^4( C_1 + { C_2 }/{ X_0 } )
641	Testscore 2000
642
643
644	in: PS.step() 50
645	pop/push(0,149): ( C_0 + { C_1 }/{ C_2*X_0 } )
646	Testscore 2000
647	pop/push(1,150): ( { C_0 }/{ X_0 } + C_1*(X_0)^2 )
648	Testscore 2000
649	pop/push(2,151): ( C_0 + C_1X_0 + C_2(X_0)^12 )
650	Gen: 49
651	Testscore 2000
652
653
654	in: PS.step() 51
655	pop/push(0,152): ( C_0 + C_1 + C_2*(X_0)^12 )
656	Testscore 2000
657	pop/push(1,153): ( C_0C_1 + C_2(X_0)^4 )
658	Testscore 2000
659	pop/push(2,154): ( C_0(X_0)^2 + C_1(X_0)^5 )
660	Testscore 2000
661	Gen: 50
662
663
664	in: PS.step() 52
665	pop/push(0,155): ( { C_0 }/{ X_0 } + C_1*C_2 )
666	Testscore 2000
667	pop/push(1,156): ( { C_0 }/{ X_0 } + C_1*(X_0)^4 )
668	Testscore 2000
669	pop/push(2,157): C_0(C_1X_0)^4*( C_2 + X_0 )
670	Testscore 2000
671	Gen: 51
672
673
674	in: PS.step() 53
675	pop/push(0,158): ( { C_0 }/{ C_1 } + C_2*(X_0)^4 )
676	Testscore 2000
677	pop/push(1,159): C_0(X_0)^5( C_1 + { C_2 }/{ X_0 } )
678	Testscore 2000
679	pop/push(2,160): C_0(X_0)^2( C_1 + C_2 + { C_3 }/{ X_0 } )
680	Testscore 2000
681	Gen: 52
682
683
684	in: PS.step() 54
685	pop/push(0,161): C_0X_0( X_0 + { C_1 }/{ X_0 } )
686	Testscore 2000
687	pop/push(1,162): C_0(X_0)^4( C_1 + C_2*X_0 )
688	Testscore 2000
689	pop/push(2,163): ( C_0X_0 + C_1X_0*( C_2 + X_0 ) )
690	Testscore 2000
691	Gen: 53
692
693
694	in: PS.step() 55
695	pop/push(0,164): C_0X_0( X_0 + { C_1 }/{ C_2 } )
696	Testscore 2000
697	pop/push(1,165): C_0X_0( C_1C_2 + C_3X_0 )
698	Testscore 2000
699	pop/push(2,166): ( C_0X_0 + C_1(X_0)^2*( C_2 + X_0 ) )
700	Testscore 2000
701	Gen: 54
702
703
704	in: PS.step() 56
705	pop/push(0,167): ( C_0 + C_1X_0( C_2 + X_0 ) )
706	Testscore 2000
707	pop/push(1,168): C_0X_0( C_1C_2 + C_3X_0 )
708	Testscore 2000
709	pop/push(2,169): ( C_0X_0 + C_1(X_0)^3*( C_2 + X_0 ) )
710	Testscore 2000
711	Gen: 55
712
713
714	in: PS.step() 57
715	Gen: 56
716	pop/push(0,170): ( C_0 + C_1*( C_2 + X_0 ) )
717	Testscore 2000
718	pop/push(1,171): ( C_0 + C_1X_0( C_2 + X_0 ) )
719	Testscore 2000
720	pop/push(2,172): ( { C_0 }/{ X_0 } + C_1X_0( C_2 + X_0 ) )
721	Testscore 2000
722
723
724	in: PS.step() 58
725	pop/push(0,173): ( C_0 + C_1*( C_2 + C_3 ) )
726	Testscore 2000
727	pop/push(1,174): ( C_0 + C_1X_0( C_2 + C_3 ) )
728	Testscore 2000
729	pop/push(2,175): ( C_0 + C_1(X_0)^2( C_2 + X_0 ) )
730	Testscore 2000
731	Gen: 57
732
733
734	in: PS.step() 59
735	pop/push(0,176): C_0X_0( C_1 + { C_2 }/{ X_0 } )
736	Testscore 2000
737	pop/push(1,177): ( C_0 + C_1(X_0)^2( C_2 + X_0 ) )
738	Testscore 2000
739	pop/push(2,178): C_0( C_1 + X_0 )( X_0 + { C_2 }/{ X_0 } )
740	Testscore 2000
741	Gen: 58
742
743
744	in: PS.step() 60
745	pop/push(0,179): ( { C_0 }/{ C_1 } + C_2*(X_0)^2 )
746	Testscore 2000
747	pop/push(1,180): ( C_0 + C_1(X_0)^3( C_2 + X_0 ) )
748	Testscore 2000
749	pop/push(2,181): ( C_0 + C_1X_0( C_2 + C_3*X_0 ) )
750	Testscore 2000
751	Gen: 59
752
753
754	in: PS.step() 61
755	pop/push(0,182): ( C_0C_1 + C_2(X_0)^2 )
756	Testscore 2000
757	pop/push(1,183): ( C_0 + C_1(X_0)^3( C_2 + X_0 ) )
758	Testscore 2000
759	pop/push(2,184): ( C_0 + C_1X_0( C_2 + C_3*X_0 ) )
760	Testscore 2000
761	Gen: 60
762
763
764	in: PS.step() 62
765	pop/push(0,185): C_0( C_1 + C_2(X_0)^2 )
766	Testscore 2000
767	pop/push(1,186): C_0(X_0)^4( C_1 + C_2*X_0 )
768	Testscore 2000
769	pop/push(2,187): C_0( C_1 + X_0 )( X_0 + { C_2 }/{ C_3 } )
770	Testscore 2000
771	Gen: 61
772
773
774	in: PS.step() 63
775	pop/push(0,188): C_0*(( C_1 + X_0 ))^2
776	Testscore 2000
777	pop/push(1,189): C_0X_0(( C_1 + X_0 ))^2
778	Testscore 2000
779	pop/push(2,190): ( C_0 + C_1(X_0)^2( C_2 + X_0 + { C_3 }/{ X_0 } ) )
780	Testscore 2000
781	Gen: 62
782
783
784	in: PS.step() 64
785	pop/push(0,191): C_0*(( C_1 + C_2 ))^2
786	Testscore 2000
787	pop/push(1,192): C_0X_0(( C_1 + C_2 ))^2
788	Testscore 2000
789	pop/push(2,193): C_0(X_0)^2(( C_1 + X_0 ))^2
790	Testscore 2000
791	Gen: 63
792
793
794	in: PS.step() 65
795	pop/push(0,194): C_0(X_0)^3(( C_1 + X_0 ))^2
796	Testscore 2000
797	pop/push(1,195): C_0X_0(( C_1 + X_0 + { C_2 }/{ X_0 } ))^2
798	Testscore 2000
799	pop/push(2,196): ( C_0X_0 + C_1X_0*(( C_2 + X_0 ))^2 )
800	Testscore 2000
801	Gen: 64
802
803
804	in: PS.step() 66
805	pop/push(0,197): C_0(X_0)^4(( C_1 + X_0 ))^2
806	Testscore 2000
807	pop/push(1,198): ( C_0 + C_1X_0(( C_2 + X_0 ))^2 )
808	Testscore 2000
809	pop/push(2,199): C_0(X_0)^3(( C_1 + X_0 + { C_2 }/{ X_0 } ))^2
810	Testscore 2000
811	Gen: 65
812
813
814	in: PS.step() 67
815	pop/push(0,200): ( C_0 + C_1*(( C_2 + X_0 ))^2 )
816	Testscore 2000
817	pop/push(1,201): ( C_0 + C_1X_0(( C_2 + X_0 ))^2 )
818	Testscore 2000
819	pop/push(2,202): ( C_0X_0 + C_1(X_0)^2*(( C_2 + X_0 ))^2 )
820	Testscore 2000
821	Gen: 66
822
823
824	in: PS.step() 68
825	pop/push(0,203): C_0(X_0)^5(( C_1 + X_0 ))^2
826	Testscore 2000
827	pop/push(1,204): ( C_0 + C_1(X_0)^4( C_2 + X_0 ) )
828	Testscore 2000
829	pop/push(2,205): C_0( C_1 + C_2X_0 )*( C_3 + X_0 )
830	Testscore 2000
831	Gen: 67
832
833
834	in: PS.step() 69
835	pop/push(0,206): C_0(X_0)^6(( C_1 + X_0 ))^2
836	Testscore 2000
837	pop/push(1,207): C_0(X_0)^5( C_1 + C_2*X_0 )
838	Testscore 2000
839	pop/push(2,208): C_0( C_1 + X_0 )( C_2 + C_3*X_0 )
840	Testscore 2000
841	Gen: 68
842
843
844	in: PS.step() 70
845	pop/push(0,209): C_0(X_0)^7(( C_1 + X_0 ))^2
846	Testscore 2000
847	pop/push(1,210): C_0(X_0)^6( C_1 + { C_2 }/{ X_0 } )
848	Testscore 2000
849	pop/push(2,211): ( { C_0 }/{ C_1 } + C_2X_0( C_3 + X_0 ) )
850	Testscore 2000
851	Gen: 69
852
853
854	in: PS.step() 71
855	pop/push(0,212): C_0( C_1 + X_0 )( C_2 + C_3 )
856	Testscore 2000
857	pop/push(1,213): C_0(C_1X_0)^5*( C_2 + X_0 )
858	Testscore 2000
859	pop/push(2,214): C_0( C_1 + C_2X_0 )*( C_3 + X_0 )
860	Testscore 2000
861	Gen: 70
862
863
864	in: PS.step() 72
865	pop/push(0,215): C_0( C_1 + C_2 )( C_3 + X_0 )
866	Testscore 2000
867	pop/push(1,216): C_0(X_0)^5( C_1 + C_2*X_0 )
868	Testscore 2000
869	pop/push(2,217): C_0( C_1 + X_0 )( C_2 + C_3*X_0 )
870	Testscore 2000
871	Gen: 71
872
873
874	in: PS.step() 73
875	pop/push(0,218): C_0( C_1 + C_2(X_0)^3 )
876	Testscore 2000
877	pop/push(1,219): ( C_0 + C_1(X_0)^5( C_2 + X_0 ) )
878	Testscore 2000
879	Gen: 72
880	pop/push(2,220): C_0(X_0)^2( C_1 + X_0 + { C_2 }/{ C_3 } )
881	Testscore 2000
882
883
884	in: PS.step() 74
885	pop/push(0,221): C_0(X_0)^8(( C_1 + X_0 ))^2
886	Testscore 2000
887	pop/push(1,222): C_0X_0( C_1 + C_2*(X_0)^3 )
888	Testscore 2000
889	pop/push(2,223): C_0(X_0)^3(( C_1 + C_2 + { C_3 }/{ X_0 } ))^2
890	Testscore 2000
891	Gen: 73
892
893
894	in: PS.step() 75
895	pop/push(0,224): C_0(X_0)^9(( C_1 + X_0 ))^2
896	Testscore 2000
897	pop/push(1,225): C_0(X_0)^2( X_0 + C_1*C_2 )
898	Testscore 2000
899	pop/push(2,226): C_0X_0( C_1 + C_2X_0 )( C_3 + X_0 )
900	Testscore 2000
901	Gen: 74
902
903
904	in: PS.step() 76
905	pop/push(0,227): C_0(X_0)^10(( C_1 + X_0 ))^2
906	Testscore 2000
907	pop/push(1,228): C_0X_0( C_1 + C_2 )*( C_3 + X_0 )
908	Testscore 2000
909	pop/push(2,229): C_0X_0(( C_1C_2 + C_3X_0 ))^2
910	Testscore 2000
911	Gen: 75
912
913
914	in: PS.step() 77
915	pop/push(0,230): C_0(( C_1 + C_2X_0 ))^2
916	Testscore 2000
917	pop/push(1,231): C_0X_0(( C_1 + C_2*X_0 ))^2
918	Testscore 2000
919	pop/push(2,232): C_0X_0( C_1 + C_2(X_0)^2 )( C_3 + X_0 )
920	Testscore 2000
921	Gen: 76
922
923
924	in: PS.step() 78
925	pop/push(0,233): C_0(X_0)^11(( C_1 + X_0 ))^2
926	Testscore 2000
927	pop/push(1,234): ( C_0(X_0)^2 + C_1(X_0)^7 )
928	Testscore 2000
929	pop/push(2,235): C_0(X_0)^3( C_1 + X_0 + { C_2 }/{ X_0 } )
930	Testscore 2000
931	Gen: 77
932
933
934	in: PS.step() 79
935	pop/push(0,236): C_0(X_0)^3(( C_1 + C_2 ))^2
936	Testscore 2000
937	pop/push(1,237): C_0(C_1X_0)^6*( C_2 + X_0 )
938	Testscore 2000
939	pop/push(2,238): C_0(X_0)^3( C_1 + C_2 + { C_3 }/{ X_0 } )
940	Testscore 2000
941	Gen: 78
942
943
944	in: PS.step() 80
945	pop/push(0,239): C_0(X_0)^12(( C_1 + X_0 ))^2
946	Testscore 2000
947	pop/push(1,240): C_0(X_0)^7( C_1 + { C_2 }/{ X_0 } )
948	Testscore 2000
949	pop/push(2,241): C_0(X_0)^3( C_1 + X_0 + { C_2 }/{ C_3 } )
950	Testscore 2000
951	Gen: 79
952
953
954	in: PS.step() 81
955	pop/push(0,242): C_0(X_0)^5(( C_1 + C_2 ))^2
956	Testscore 2000
957	pop/push(1,243): C_0(X_0)^3( X_0 + C_1*C_2 )
958	Testscore 2000
959	pop/push(2,244): C_0X_0( C_1 + X_0 )( C_2 + C_3X_0 )
960	Testscore 2000
961	Gen: 80
962
963
964	in: PS.step() 82
965	pop/push(0,245): C_0(X_0)^7(( C_1 + C_2 ))^2
966	Testscore 2000
967	pop/push(1,246): C_0X_0( C_1 + X_0 )*( C_2 + C_3 )
968	Testscore 2000
969	pop/push(2,247): ( { C_0 }/{ X_0 } + C_1X_0(( C_2 + X_0 ))^2 )
970	Testscore 2000
971	Gen: 81
972
973
974	in: PS.step() 83
975	pop/push(0,248): C_0(X_0)^9(( C_1 + C_2 ))^2
976	Testscore 2000
977	pop/push(1,249): C_0(X_0)^6( C_1 + C_2*X_0 )
978	Testscore 2000
979	pop/push(2,250): C_0(X_0)^4( C_1 + X_0 + { C_2 }/{ X_0 } )
980	Testscore 2000
981	Gen: 82
982
983
984	in: PS.step() 84
985	pop/push(0,251): C_0(X_0)^11(( C_1 + C_2 ))^2
986	Testscore 2000
987	pop/push(1,252): C_0(X_0)^6( C_1 + C_2*X_0 )
988	Testscore 2000
989	pop/push(2,253): C_0(X_0)^4( C_1 + C_2 + { C_3 }/{ X_0 } )
990	Testscore 2000
991	Gen: 83
992
993
994	in: PS.step() 85
995	pop/push(0,254): C_0(X_0)^2(( C_1 + C_2 ))^2
996	Testscore 2000
997	pop/push(1,255): ( C_0 + C_1X_0 + C_2(X_0)^3 )
998	Testscore 2000
999	pop/push(2,256): ( C_0 + C_1(X_0)^2(( C_2 + X_0 ))^2 )
1000	Testscore 2000
1001	Gen: 84
1002
1003
1004	in: PS.step() 86
1005	pop/push(0,257): ( C_0 + C_1 + C_2*(X_0)^3 )
1006	Testscore 2000
1007	pop/push(1,258): ( C_0 + C_1X_0 + C_2(X_0)^5 )
1008	Testscore 2000
1009	pop/push(2,259): ( C_0 + C_1(X_0)^2 + C_2(X_0)^3 )
1010	Testscore 2000
1011	Gen: 85
1012
1013
1014	in: PS.step() 87
1015	pop/push(0,260): ( C_0 + C_1 + C_2*(X_0)^5 )
1016	Testscore 2000
1017	pop/push(1,261): ( C_0 + C_1X_0 + C_2(X_0)^7 )
1018	Testscore 2000
1019	pop/push(2,262): ( C_0 + C_1(X_0)^2(( C_2 + X_0 ))^2 )
1020	Testscore 2000
1021	Gen: 86
1022
1023
1024	in: PS.step() 88
1025	Gen: 87
1026	pop/push(0,263): ( C_0 + C_1 + C_2*(X_0)^7 )
1027	Testscore 2000
1028	pop/push(1,264): ( C_0 + C_1(X_0)^6( C_2 + X_0 ) )
1029	Testscore 2000
1030	pop/push(2,265): C_0(X_0)^2(( C_1 + C_2*X_0 ))^2
1031	Testscore 2000
1032
1033
1034	in: PS.step() 89
1035	pop/push(0,266): C_0( C_1 + C_2(X_0)^4 )
1036	Testscore 2000
1037	pop/push(1,267): ( C_0 + C_1X_0 + C_2(X_0)^9 )
1038	Testscore 2000
1039	pop/push(2,268): C_0(( C_1 + X_0 ))^2(C_2*X_0)^2
1040	Testscore 2000
1041	Gen: 88
1042
1043
1044	in: PS.step() 90
1045	pop/push(0,269): ( C_0 + C_1 + C_2*(X_0)^9 )
1046	Testscore 2000
1047	pop/push(1,270): C_0( C_1 + C_2(X_0)^5 )
1048	Testscore 2000
1049	pop/push(2,271): ( C_0 + C_1X_0 + C_2(X_0)^11 )
1050	Testscore 2000
1051	Gen: 89
1052
1053
1054	in: PS.step() 91
1055	pop/push(0,272): ( C_0 + C_1 + C_2*(X_0)^11 )
1056	Testscore 2000
1057	pop/push(1,273): C_0X_0( C_1 + C_2*(X_0)^5 )
1058	Testscore 2000
1059	pop/push(2,274): C_0(X_0)^4(( C_1 + { C_2 }/{ X_0 } ))^2
1060	Testscore 2000
1061	Gen: 90
1062
1063
1064	in: PS.step() 92
1065	pop/push(0,275): C_0(X_0)^4(( C_1 + C_2 ))^2
1066	Testscore 2000
1067	pop/push(1,276): C_0(X_0)^7( C_1 + C_2*X_0 )
1068	Testscore 2000
1069	pop/push(2,277): C_0(X_0)^3(( C_1 + { C_2 }/{ X_0 } ))^2
1070	Testscore 2000
1071	Gen: 91
1072
1073
1074	in: PS.step() 93
1075	pop/push(0,278): C_0(X_0)^6(( C_1 + C_2 ))^2
1076	Testscore 2000
1077	Gen: 92
1078	pop/push(1,279): C_0(C_1X_0)^7*( C_2 + X_0 )
1079	Testscore 2000
1080	pop/push(2,280): ( C_0 + C_1(X_0)^3(( C_2 + X_0 ))^2 )
1081	Testscore 2000
1082
1083
1084	in: PS.step() 94
1085	pop/push(0,281): ( { C_0 }/{ X_0 } + C_1*(X_0)^6 )
1086	Testscore 2000
1087	pop/push(1,282): C_0(X_0)^8( C_1 + { C_2 }/{ X_0 } )
1088	Testscore 2000
1089	pop/push(2,283): C_0(X_0)^5(( C_1 + { C_2 }/{ X_0 } ))^2
1090	Testscore 2000
1091	Gen: 93
1092
1093
1094	in: PS.step() 95
1095	pop/push(0,284): ( { C_0 }/{ C_1 } + C_2*(X_0)^6 )
1096	Testscore 2000
1097	pop/push(1,285): C_0(X_0)^7( C_1 + C_2*X_0 )
1098	Testscore 2000
1099	pop/push(2,286): C_0(( C_1 + X_0 ))^2(C_2*X_0)^3
1100	Testscore 2000
1101	Gen: 94
1102
1103
1104	in: PS.step() 96
1105	pop/push(0,287): ( C_0C_1 + C_2(X_0)^6 )
1106	Testscore 2000
1107	pop/push(1,288): ( C_0 + C_1(X_0)^7( C_2 + X_0 ) )
1108	Testscore 2000
1109	pop/push(2,289): C_0(X_0)^3(( C_1 + C_2*X_0 ))^2
1110	Testscore 2000
1111	Gen: 95
1112
1113
1114	in: PS.step() 97
1115	pop/push(0,290): C_0( C_1 + C_2(X_0)^6 )
1116	Testscore 2000
1117	pop/push(1,291): ( { C_0 }/{ X_0 } + C_1*( C_2 + X_0 ) )
1118	Testscore 2000
1119	pop/push(2,292): C_0(X_0)^2(( C_1 + { C_2 }/{ X_0 } ))^2
1120	Testscore 2000
1121	Gen: 96
1122
1123
1124	in: PS.step() 98
1125	pop/push(0,293): C_0( C_1 + C_2(X_0)^7 )
1126	Testscore 2000
1127	pop/push(1,294): ( C_0 + C_1*( X_0 + { C_2 }/{ X_0 } ) )
1128	Testscore 2000
1129	pop/push(2,295): C_0(( C_1C_2 + C_3*X_0 ))^2
1130	Testscore 2000
1131	Gen: 97
1132
1133
1134	in: PS.step() 99
1135	pop/push(0,296): C_0(X_0)^8(( C_1 + C_2 ))^2
1136	Testscore 2000
1137	pop/push(1,297): C_0X_0( C_1 + C_2*(X_0)^7 )
1138	Testscore 2000
1139	pop/push(2,298): ( { C_0 }/{ C_1 } + C_2X_0(( C_3 + X_0 ))^2 )
1140	Testscore 2000
1141	Gen: 98
1142
1143
1144	in: PS.step() 100
1145	pop/push(0,299): ( { C_0 }/{ X_0 } + C_1*(X_0)^8 )
1146	Testscore 2000
1147	pop/push(1,300): C_0X_0( C_1 + C_2 + { C_3 }/{ X_0 } )
1148	Testscore 2000
1149	pop/push(2,301): ( { C_0 }/{ X_0 } + C_1*(( C_2 + X_0 ))^2 )
1150	Testscore 2000
1151	Gen: 99
1152
1153
1154	in: PS.step() 101
1155	Gen: 100
1156	pop/push(0,302): C_0(X_0)^10(( C_1 + C_2 ))^2
1157	Testscore 2000
1158	pop/push(1,303): ( C_0X_0 + C_1( C_2 + X_0 ) )
1159	Testscore 2000
1160	pop/push(2,304): ( { C_0 }/{ C_1 } + C_2*(( C_3 + X_0 ))^2 )
1161	Testscore 2000
1162
1163
1164	in: PS.step() 102
1165	pop/push(0,305): ( C_0 + C_1*( C_2 + X_0 ) )
1166	Testscore 2000
1167	pop/push(1,306): ( C_0(X_0)^2 + C_1( C_2 + X_0 ) )
1168	Testscore 2000
1169	pop/push(2,307): C_0(( C_1 + X_0 ))^2( X_0 + { C_2 }/{ X_0 } )
1170	Testscore 2000
1171	Gen: 101
1172
1173
1174	in: PS.step() 103
1175	pop/push(0,308): ( { C_0 }/{ X_0 } + C_1*(X_0)^10 )
1176	Testscore 2000
1177	pop/push(1,309): ( C_0 + C_1( C_2 + C_3X_0 ) )
1178	Testscore 2000
1179	pop/push(2,310): C_0(X_0)^2( C_1 + C_2*(X_0)^3 )
1180	Testscore 2000
1181	Gen: 102
1182
1183
1184	in: PS.step() 104
1185	pop/push(0,311): C_0(X_0)^12(( C_1 + C_2 ))^2
1186	Testscore 2000
1187	pop/push(1,312): ( C_0X_0 + C_1( C_2 + C_3 ) )
1188	Testscore 2000
1189	pop/push(2,313): C_0(X_0)^3( C_1 + C_2*(X_0)^3 )
1190	Testscore 2000
1191	Gen: 103
1192
1193
1194	in: PS.step() 105
1195	pop/push(0,314): ( { C_0 }/{ X_0 } + C_1*(X_0)^12 )
1196	Testscore 2000
1197	pop/push(1,315): C_0( C_1C_2 + C_3*X_0 )
1198	Testscore 2000
1199	pop/push(2,316): C_0(X_0)^4( C_1 + X_0 + { C_2 }/{ C_3 } )
1200	Testscore 2000
1201	Gen: 104
1202
1203
1204	in: PS.step() 106
1205	pop/push(0,317): ( { C_0 }/{ C_1 } + C_2*(X_0)^8 )
1206	Testscore 2000
1207	pop/push(1,318): C_0(X_0)^4( X_0 + C_1*C_2 )
1208	Testscore 2000
1209	pop/push(2,319): ( C_0X_0 + C_1(X_0)^4*( C_2 + X_0 ) )
1210	Testscore 2000
1211	Gen: 105
1212
1213
1214	in: PS.step() 107
1215	pop/push(0,320): ( C_0C_1 + C_2(X_0)^8 )
1216	Testscore 2000
1217	pop/push(1,321): ( C_0 + C_1(X_0)^4( C_2 + X_0 ) )
1218	Testscore 2000
1219	pop/push(2,322): C_0(X_0)^5( C_1 + X_0 + { C_2 }/{ X_0 } )
1220	Testscore 2000
1221	Gen: 106
1222
1223
1224	in: PS.step() 108
1225	pop/push(0,323): C_0( C_1 + C_2(X_0)^8 )
1226	Testscore 2000
1227	pop/push(1,324): C_0( C_1C_2 + C_3*X_0 )
1228	Testscore 2000
1229	pop/push(2,325): C_0(X_0)^5( C_1 + C_2 + { C_3 }/{ X_0 } )
1230	Testscore 2000
1231	Gen: 107
1232
1233
1234	in: PS.step() 109
1235	pop/push(0,326): C_0( C_1 + C_2(X_0)^9 )
1236	Testscore 2000
1237	pop/push(1,327): ( { C_0 }/{ C_1 } + C_2*( C_3 + X_0 ) )
1238	Testscore 2000
1239	pop/push(2,328): ( C_0 + C_1(X_0)^2 + C_2(X_0)^5 )
1240	Testscore 2000
1241	Gen: 108
1242
1243
1244	Gen: 109
1245	in: PS.step() 110
1246	pop/push(0,329): ( { C_0 }/{ C_1 } + C_2*(X_0)^10 )
1247	Testscore 2000
1248	pop/push(1,330): C_0X_0( C_1 + C_2*(X_0)^9 )
1249	Testscore 2000
1250	pop/push(2,331): C_0(( C_1 + X_0 ))^2( X_0 + { C_2 }/{ C_3 } )
1251	Testscore 2000
1252
1253
1254	in: PS.step() 111
1255	pop/push(0,332): C_0*(( C_1 + X_0 ))^3
1256	Testscore 2000
1257	pop/push(1,333): C_0X_0(( C_1 + X_0 ))^3
1258	Testscore 2000
1259	pop/push(2,334): C_0X_0( C_1 + X_0 )( C_2 + C_3(X_0)^2 )
1260	Testscore 2000
1261	Gen: 110
1262
1263
1264	in: PS.step() 112
1265	pop/push(0,335): C_0*(( C_1 + C_2 ))^3
1266	Testscore 2000
1267	pop/push(1,336): C_0X_0(( C_1 + C_2 ))^3
1268	Testscore 2000
1269	pop/push(2,337): C_0(X_0)^2(( C_1 + X_0 ))^3
1270	Testscore 2000
1271	Gen: 111
1272
1273
1274	in: PS.step() 113
1275	pop/push(0,338): C_0(X_0)^3(( C_1 + X_0 ))^3
1276	Testscore 2000
1277	pop/push(1,339): C_0(( C_1C_2 + C_3*X_0 ))^3
1278	Testscore 2000
1279	pop/push(2,340): ( C_0X_0 + C_1X_0*(( C_2 + X_0 ))^3 )
1280	Testscore 2000
1281	Gen: 112
1282
1283
1284	in: PS.step() 114
1285	pop/push(0,341): C_0(( C_1 + C_2X_0 ))^3
1286	Testscore 2000
1287	pop/push(1,342): ( C_0 + C_1X_0(( C_2 + X_0 ))^3 )
1288	Testscore 2000
1289	pop/push(2,343): C_0X_0( C_1 + C_2(X_0)^3 )( C_3 + X_0 )
1290	Testscore 2000
1291	Gen: 113
1292
1293
1294	in: PS.step() 115
1295	pop/push(0,344): ( C_0 + C_1*(( C_2 + X_0 ))^3 )
1296	Testscore 2000
1297	pop/push(1,345): ( C_0 + C_1X_0(( C_2 + X_0 ))^3 )
1298	Testscore 2000
1299	pop/push(2,346): C_0X_0( C_1 + X_0 )( C_2 + C_3(X_0)^3 )
1300	Testscore 2000
1301	Gen: 114
1302
1303
1304	in: PS.step() 116
1305	pop/push(0,347): C_0(X_0)^4(( C_1 + X_0 ))^3
1306	Testscore 2000
1307	pop/push(1,348): C_0X_0(( C_1 + C_2*X_0 ))^3
1308	Testscore 2000
1309	pop/push(2,349): ( C_0 + { C_1 }/{ X_0 } + C_2*(( C_3 + X_0 ))^3 )
1310	Testscore 2000
1311	Gen: 115
1312
1313
1314	in: PS.step() 117
1315	pop/push(0,350): C_0(X_0)^5(( C_1 + X_0 ))^3
1316	Testscore 2000
1317	pop/push(1,351): C_0(( C_1 + X_0 ))^2( C_2 + C_3 )
1318	Testscore 2000
1319	pop/push(2,352): ( { C_0 }/{ X_0 } + C_1*(( C_2 + X_0 ))^3 )
1320	Testscore 2000
1321	Gen: 116
1322
1323
1324	in: PS.step() 118
1325	pop/push(0,353): C_0(X_0)^6(( C_1 + X_0 ))^3
1326	Testscore 2000
1327	pop/push(1,354): ( { C_0 }/{ C_1 } + C_2*(( C_3 + X_0 ))^3 )
1328	Testscore 2000
1329	pop/push(2,355): C_0(X_0)^4(( C_1 + X_0 + { C_2 }/{ X_0 } ))^3
1330	Testscore 2000
1331	Gen: 117
1332
1333
1334	in: PS.step() 119
1335	pop/push(0,356): C_0(X_0)^7(( C_1 + X_0 ))^3
1336	Testscore 2000
1337	pop/push(1,357): C_0(( C_1 + C_2 ))^2( C_3 + X_0 )
1338	Testscore 2000
1339	pop/push(2,358): ( C_0X_0 + C_1(( C_2 + X_0 ))^3 )
1340	Testscore 2000
1341	Gen: 118
1342
1343
1344	in: PS.step() 120
1345	pop/push(0,359): ( C_0 + C_1*(( C_2 + X_0 ))^3 )
1346	Testscore 2000
1347	pop/push(1,360): ( C_0 + { C_1 }/{ C_2 } + C_3*(( C_4 + X_0 ))^3 )
1348	Testscore 2000
1349	pop/push(2,361): C_0X_0( C_1 + X_0 )( C_2 + C_3(X_0)^4 )
1350	Testscore 2000
1351	Gen: 119
1352
1353
1354	in: PS.step() 121
1355	pop/push(0,362): C_0(X_0)^8(( C_1 + X_0 ))^3
1356	Testscore 2000
1357	pop/push(1,363): ( C_0 + C_1( C_2 + C_3X_0 ) )
1358	Testscore 2000
1359	pop/push(2,364): ( C_0C_1 + C_2(( C_3 + X_0 ))^3 )
1360	Testscore 2000
1361	Gen: 120
1362
1363
1364	in: PS.step() 122
1365	pop/push(0,365): C_0(X_0)^9(( C_1 + X_0 ))^3
1366	Testscore 2000
1367	pop/push(1,366): ( C_0 + { C_1 }/{ ( X_0 + { C_2 }/{ X_0 } ) } )
1368	Testscore 2000
1369	pop/push(2,367): ( C_0 + C_1(X_0)^2(( C_2 + X_0 ))^3 )
1370	Testscore 2000
1371	Gen: 121
1372
1373
1374	in: PS.step() 123
1375	pop/push(0,368): C_0(X_0)^10(( C_1 + X_0 ))^3
1376	Testscore 2000
1377	pop/push(1,369): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } ) } )
1378	Testscore 2000
1379	pop/push(2,370): ( C_0C_1 + C_2X_0*(( C_3 + X_0 ))^3 )
1380	Testscore 2000
1381	Gen: 122
1382
1383
1384	in: PS.step() 124
1385	pop/push(0,371): C_0(X_0)^11(( C_1 + X_0 ))^3
1386	Testscore 2000
1387	pop/push(1,372): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } ) } )
1388	Testscore 2000
1389	pop/push(2,373): ( C_0 + C_1X_0 + C_2(( C_3 + X_0 ))^3 )
1390	Testscore 2000
1391	Gen: 123
1392
1393
1394	in: PS.step() 125
1395	pop/push(0,374): C_0(X_0)^3(( C_1 + C_2 ))^3
1396	Testscore 2000
1397	pop/push(1,375): ( C_0 + C_1 + C_2*(( C_3 + X_0 ))^3 )
1398	Testscore 2000
1399	pop/push(2,376): C_0X_0( C_1 + C_2(X_0)^4 )( C_3 + X_0 )
1400	Testscore 2000
1401	Gen: 124
1402
1403
1404	in: PS.step() 126
1405	pop/push(0,377): C_0(X_0)^12(( C_1 + X_0 ))^3
1406	Testscore 2000
1407	pop/push(1,378): ( C_0 + C_1(X_0)^3( C_2 + C_3 ) )
1408	Testscore 2000
1409	pop/push(2,379): C_0(X_0)^2(( C_1 + C_2*X_0 ))^3
1410	Testscore 2000
1411	Gen: 125
1412
1413
1414	in: PS.step() 127
1415	pop/push(0,380): C_0(X_0)^5(( C_1 + C_2 ))^3
1416	Testscore 2000
1417	pop/push(1,381): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^3 )
1418	Testscore 2000
1419	pop/push(2,382): C_0(( C_1 + X_0 ))^3(C_2*X_0)^2
1420	Testscore 2000
1421	Gen: 126
1422
1423
1424	in: PS.step() 128
1425	pop/push(0,383): C_0(X_0)^7(( C_1 + C_2 ))^3
1426	Testscore 2000
1427	pop/push(1,384): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^3 )
1428	Testscore 2000
1429	pop/push(2,385): ( C_0 + C_1(X_0)^3(( C_2 + X_0 ))^3 )
1430	Testscore 2000
1431	Gen: 127
1432
1433
1434	in: PS.step() 129
1435	pop/push(0,386): C_0(X_0)^9(( C_1 + C_2 ))^3
1436	Testscore 2000
1437	pop/push(1,387): ( C_0(X_0)^2 + C_1(X_0)^9 )
1438	Testscore 2000
1439	pop/push(2,388): C_0(( C_1 + X_0 ))^3(C_2*X_0)^3
1440	Testscore 2000
1441	Gen: 128
1442
1443
1444	in: PS.step() 130
1445	pop/push(0,389): C_0(X_0)^11(( C_1 + C_2 ))^3
1446	Testscore 2000
1447	pop/push(1,390): C_0(C_1X_0)^8*( C_2 + X_0 )
1448	Testscore 2000
1449	pop/push(2,391): C_0(X_0)^3(( C_1 + C_2*X_0 ))^3
1450	Testscore 2000
1451	Gen: 129
1452
1453
1454	in: PS.step() 131
1455	pop/push(0,392): C_0(X_0)^2(( C_1 + C_2 ))^3
1456	Testscore 2000
1457	pop/push(1,393): C_0(X_0)^8( C_1 + C_2*X_0 )
1458	Testscore 2000
1459	pop/push(2,394): ( C_0 + { C_1*(( C_2 + X_0 ))^3 }/{ X_0 } )
1460	Testscore 2000
1461	Gen: 130
1462
1463
1464	in: PS.step() 132
1465	pop/push(0,395): C_0(X_0)^4(( C_1 + C_2 ))^3
1466	Testscore 2000
1467	pop/push(1,396): C_0(X_0)^9( C_1 + { C_2 }/{ X_0 } )
1468	Testscore 2000
1469	pop/push(2,397): C_0(X_0)^5( C_1 + X_0 + { C_2 }/{ C_3 } )
1470	Testscore 2000
1471	Gen: 131
1472
1473
1474	Gen: 132
1475	in: PS.step() 133
1476	pop/push(0,398): C_0(X_0)^6(( C_1 + C_2 ))^3
1477	Testscore 2000
1478	pop/push(1,399): C_0(X_0)^5( X_0 + C_1*C_2 )
1479	Testscore 2000
1480	pop/push(2,400): C_0X_0(( C_1C_2 + C_3X_0 ))^3
1481	Testscore 2000
1482
1483
1484	in: PS.step() 134
1485	pop/push(0,401): C_0(X_0)^8(( C_1 + C_2 ))^3
1486	Testscore 2000
1487	pop/push(1,402): C_0(X_0)^8( C_1 + C_2*X_0 )
1488	Testscore 2000
1489	pop/push(2,403): C_0(X_0)^6( C_1 + X_0 + { C_2 }/{ X_0 } )
1490	Testscore 2000
1491	Gen: 133
1492
1493
1494	in: PS.step() 135
1495	pop/push(0,404): C_0(X_0)^10(( C_1 + C_2 ))^3
1496	Testscore 2000
1497	pop/push(1,405): C_0X_0(( C_1 + { C_2 }/{ X_0 } ))^2
1498	Testscore 2000
1499	pop/push(2,406): C_0(X_0)^6( C_1 + C_2 + { C_3 }/{ X_0 } )
1500	Testscore 2000
1501	Gen: 134
1502
1503
1504	in: PS.step() 136
1505	pop/push(0,407): C_0(X_0)^12(( C_1 + C_2 ))^3
1506	Testscore 2000
1507	pop/push(1,408): C_0(X_0)^9( C_1 + C_2*X_0 )
1508	Testscore 2000
1509	pop/push(2,409): C_0(X_0)^6(( C_1 + { C_2 }/{ X_0 } ))^2
1510	Testscore 2000
1511	Gen: 135
1512
1513
1514	in: PS.step() 137
1515	pop/push(0,410): C_0( C_1 + C_2(X_0)^10 )
1516	Testscore 2000
1517	pop/push(1,411): C_0(X_0)^10( C_1 + { C_2 }/{ X_0 } )
1518	Testscore 2000
1519	pop/push(2,412): C_0(( C_1 + X_0 ))^2(C_2*X_0)^4
1520	Testscore 2000
1521	Gen: 136
1522
1523
1524	in: PS.step() 138
1525	pop/push(0,413): C_0( C_1 + C_2(X_0)^11 )
1526	Testscore 2000
1527	pop/push(1,414): C_0(C_1X_0)^9*( C_2 + X_0 )
1528	Testscore 2000
1529	pop/push(2,415): C_0(X_0)^4(( C_1 + C_2*X_0 ))^2
1530	Testscore 2000
1531	Gen: 137
1532
1533
1534	in: PS.step() 139
1535	pop/push(0,416): ( C_0C_1 + C_2(X_0)^10 )
1536	Testscore 2000
1537	pop/push(1,417): C_0X_0( C_1 + C_2*(X_0)^11 )
1538	Testscore 2000
1539	pop/push(2,418): C_0(X_0)^4(( C_1 + C_2 + { C_3 }/{ X_0 } ))^3
1540	Testscore 2000
1541	Gen: 138
1542
1543
1544	in: PS.step() 140
1545	pop/push(0,419): ( C_0C_1 + C_2(X_0)^12 )
1546	Testscore 2000
1547	pop/push(1,420): C_0(X_0)^9( C_1 + C_2*X_0 )
1548	Testscore 2000
1549	pop/push(2,421): C_0(X_0)^3(( C_1 + { C_2 }/{ X_0 } ))^3
1550	Testscore 2000
1551	Gen: 139
1552
1553
1554	in: PS.step() 141
1555	pop/push(0,422): ( { C_0 }/{ C_1 } + C_2*(X_0)^12 )
1556	Testscore 2000
1557	pop/push(1,423): ( C_0 + C_1(X_0)^8( C_2 + X_0 ) )
1558	Testscore 2000
1559	pop/push(2,424): C_0(X_0)^4(( C_1 + { C_2 }/{ X_0 } ))^3
1560	Testscore 2000
1561	Gen: 140
1562
1563
1564	in: PS.step() 142
1565	pop/push(0,425): C_0( C_1 + C_2(X_0)^12 )
1566	Testscore 2000
1567	pop/push(1,426): ( C_0(X_0)^2 + C_1(X_0)^11 )
1568	Testscore 2000
1569	pop/push(2,427): C_0(X_0)^5(( C_1 + { C_2 }/{ X_0 } ))^3
1570	Testscore 2000
1571	Gen: 141
1572
1573
1574	in: PS.step() 143
1575	pop/push(0,428): C_0*( C_1 + C_2 + { C_3 }/{ X_0 } )
1576	Testscore 2000
1577	pop/push(1,429): C_0X_0( C_1 + C_2*(X_0)^4 )
1578	Testscore 2000
1579	pop/push(2,430): C_0(X_0)^6(( C_1 + { C_2 }/{ X_0 } ))^3
1580	Testscore 2000
1581	Gen: 142
1582
1583
1584	in: PS.step() 144
1585	pop/push(0,431): ( C_0 + C_1(X_0)^9( C_2 + X_0 ) )
1586	Testscore 2000
1587	pop/push(1,432): ( C_0 + C_1(X_0)^4(( C_2 + X_0 ))^2 )
1588	Testscore 2000
1589	pop/push(2,433): ( { C_0 }/{ X_0 } + C_1X_0(( C_2 + X_0 ))^3 )
1590	Testscore 2000
1591	Gen: 143
1592
1593
1594	in: PS.step() 145
1595	pop/push(0,434): C_0X_0( C_1 + C_2*(X_0)^2 )
1596	Testscore 2000
1597	pop/push(1,435): C_0(( C_1 + X_0 ))^3(C_2*X_0)^4
1598	Testscore 2000
1599	pop/push(2,436): ( { C_0 }/{ C_1 } + C_2X_0(( C_3 + X_0 ))^3 )
1600	Testscore 2000
1601	Gen: 144
1602
1603
1604	in: PS.step() 146
1605	pop/push(0,437): C_0(X_0)^2( X_0 + { C_1 }/{ X_0 } )
1606	Testscore 2000
1607	pop/push(1,438): C_0(X_0)^7(( C_1 + { C_2 }/{ X_0 } ))^3
1608	Testscore 2000
1609	pop/push(2,439): C_0(( C_1 + X_0 ))^3( X_0 + { C_2 }/{ X_0 } )
1610	Testscore 2000
1611	Gen: 145
1612
1613
1614	in: PS.step() 147
1615	pop/push(0,440): C_0(X_0)^2( C_1 + { C_2 }/{ X_0 } )
1616	Testscore 2000
1617	pop/push(1,441): C_0(X_0)^3(( C_1 + X_0 + { C_2 }/{ X_0 } ))^3
1618	Testscore 2000
1619	pop/push(2,442): ( C_0 + { C_1 }/{ ( C_2 + { C_3 }/{ X_0 } + C_4*X_0 ) } )
1620	Testscore 2000
1621	Gen: 146
1622
1623
1624	in: PS.step() 148
1625	pop/push(0,443): C_0(X_0)^2( X_0 + { C_1 }/{ C_2 } )
1626	Testscore 2000
1627	pop/push(1,444): ( C_0 + { C_1 }/{ ( C_2 + C_3 + { C_4 }/{ X_0 } ) } )
1628	Testscore 2000
1629	pop/push(2,445): ( C_0 + C_1X_0 + C_2X_0*(( C_3 + X_0 ))^3 )
1630	Testscore 2000
1631	Gen: 147
1632
1633
1634	in: PS.step() 149
1635	pop/push(0,446): C_0X_0( C_1 + C_2*(X_0)^6 )
1636	Testscore 2000
1637	pop/push(1,447): ( C_0 + C_1 + C_2X_0(( C_3 + X_0 ))^3 )
1638	Testscore 2000
1639	pop/push(2,448): C_0X_0( C_1 + X_0 )( C_2 + C_3(X_0)^5 )
1640	Testscore 2000
1641	Gen: 148
1642
1643
1644	in: PS.step() 150
1645	pop/push(0,449): C_0X_0( C_1 + C_2*(X_0)^8 )
1646	Testscore 2000
1647	pop/push(1,450): C_0(X_0)^4(( C_1 + C_2*X_0 ))^3
1648	Testscore 2000
1649	pop/push(2,451): C_0(( C_1 + X_0 ))^3( X_0 + { C_2 }/{ C_3 } )
1650	Testscore 2000
1651	Gen: 149
1652
1653
1654	in: PS.step() 151
1655	pop/push(0,452): C_0*(( C_1 + X_0 ))^4
1656	Testscore 2000
1657	pop/push(1,453): C_0X_0(( C_1 + X_0 ))^4
1658	Testscore 2000
1659	pop/push(2,454): C_0X_0( C_1 + C_2(X_0)^5 )( C_3 + X_0 )
1660	Testscore 2000
1661	Gen: 150
1662
1663
1664	in: PS.step() 152
1665	pop/push(0,455): C_0*(( C_1 + C_2 ))^4
1666	Testscore 2000
1667	pop/push(1,456): C_0X_0(( C_1 + C_2 ))^4
1668	Testscore 2000
1669	pop/push(2,457): C_0(X_0)^2(( C_1 + X_0 ))^4
1670	Testscore 2000
1671	Gen: 151
1672
1673
1674	in: PS.step() 153
1675	pop/push(0,458): C_0(X_0)^3(( C_1 + X_0 ))^4
1676	Testscore 2000
1677	pop/push(1,459): C_0(( C_1 + X_0 ))^3( C_2 + C_3 )
1678	Testscore 2000
1679	pop/push(2,460): ( C_0X_0 + C_1(( C_2 + X_0 ))^4 )
1680	Testscore 2000
1681	Gen: 152
1682
1683
1684	in: PS.step() 154
1685	pop/push(0,461): ( C_0 + C_1*(( C_2 + X_0 ))^4 )
1686	Testscore 2000
1687	pop/push(1,462): ( C_0 + C_1(X_0)^3(( C_2 + X_0 + { C_3 }/{ X_0 } ))^3 )
1688	Testscore 2000
1689	pop/push(2,463): C_0X_0( C_1 + C_2(X_0)^2 )( C_3 + C_4*X_0 )
1690	Testscore 2000
1691	Gen: 153
1692
1693
1694	in: PS.step() 155
1695	pop/push(0,464): ( C_0 + C_1*(( C_2 + X_0 ))^4 )
1696	Testscore 2000
1697	pop/push(1,465): ( C_0 + { C_1 }/{ X_0 } + C_2*(( C_3 + X_0 ))^4 )
1698	Testscore 2000
1699	pop/push(2,466): ( C_0 + C_1(X_0)^2(( C_2 + X_0 + { C_3 }/{ X_0 } ))^2 )
1700	Testscore 2000
1701	Gen: 154
1702
1703
1704	in: PS.step() 156
1705	pop/push(0,467): C_0(X_0)^4(( C_1 + X_0 ))^4
1706	Testscore 2000
1707	pop/push(1,468): ( C_0 + C_1X_0(( C_2 + X_0 ))^4 )
1708	Testscore 2000
1709	pop/push(2,469): ( C_0 + { C_1 }/{ C_2 } + C_3*(( C_4 + X_0 ))^4 )
1710	Testscore 2000
1711	Gen: 155
1712
1713
1714	in: PS.step() 157
1715	pop/push(0,470): C_0(X_0)^5(( C_1 + X_0 ))^4
1716	Testscore 2000
1717	pop/push(1,471): ( C_0C_1 + C_2(( C_3 + X_0 ))^4 )
1718	Testscore 2000
1719	pop/push(2,472): ( C_0 + C_1X_0 + C_2X_0*(( C_3 + X_0 ))^4 )
1720	Testscore 2000
1721	Gen: 156
1722
1723
1724	in: PS.step() 158
1725	pop/push(0,473): C_0(X_0)^6(( C_1 + X_0 ))^4
1726	Testscore 2000
1727	pop/push(1,474): C_0(( C_1 + C_2 ))^3( C_3 + X_0 )
1728	Testscore 2000
1729	pop/push(2,475): ( C_0 + C_1 + C_2X_0(( C_3 + X_0 ))^4 )
1730	Testscore 2000
1731	Gen: 157
1732
1733
1734	in: PS.step() 159
1735	pop/push(0,476): C_0(X_0)^7(( C_1 + X_0 ))^4
1736	Testscore 2000
1737	pop/push(1,477): C_0(( C_1C_2 + C_3*X_0 ))^4
1738	Testscore 2000
1739	Gen: 158
1740	pop/push(2,478): C_0(X_0)^5(( C_1 + X_0 + { C_2 }/{ X_0 } ))^4
1741	Testscore 2000
1742
1743
1744	in: PS.step() 160
1745	pop/push(0,479): C_0(( C_1 + C_2X_0 ))^4
1746	Testscore 2000
1747	pop/push(1,480): C_0X_0(( C_1 + C_2*X_0 ))^4
1748	Testscore 2000
1749	pop/push(2,481): ( C_0 + C_1X_0 + C_2(( C_3 + X_0 ))^4 )
1750	Testscore 2000
1751	Gen: 159
1752
1753
1754	Gen: 160
1755	in: PS.step() 161
1756	pop/push(0,482): C_0(X_0)^8(( C_1 + X_0 ))^4
1757	Testscore 2000
1758	pop/push(1,483): ( C_0 + C_1 + C_2*(( C_3 + X_0 ))^4 )
1759	Testscore 2000
1760	pop/push(2,484): C_0(X_0)^5(( C_1 + X_0 + C_2*{ C_3 }/{ X_0 } ))^4
1761	Testscore 2000
1762
1763
1764	in: PS.step() 162
1765	pop/push(0,485): C_0(X_0)^9(( C_1 + X_0 ))^4
1766	Testscore 2000
1767	pop/push(1,486): ( { C_0 }/{ X_0 } + C_1*(( C_2 + X_0 ))^4 )
1768	Testscore 2000
1769	pop/push(2,487): ( C_0X_0 + C_1X_0*(( C_2 + X_0 ))^4 )
1770	Testscore 2000
1771	Gen: 161
1772
1773
1774	in: PS.step() 163
1775	pop/push(0,488): C_0(X_0)^10(( C_1 + X_0 ))^4
1776	Testscore 2000
1777	pop/push(1,489): ( C_0 + C_1X_0(( C_2 + X_0 ))^4 )
1778	Testscore 2000
1779	pop/push(2,490): ( { C_0 }/{ C_1 } + C_2*(( C_3 + X_0 ))^4 )
1780	Testscore 2000
1781	Gen: 162
1782
1783
1784	in: PS.step() 164
1785	pop/push(0,491): C_0(X_0)^11(( C_1 + X_0 ))^4
1786	Testscore 2000
1787	pop/push(1,492): C_0X_0( C_1 + C_2*(X_0)^10 )
1788	Testscore 2000
1789	pop/push(2,493): ( C_0 + { C_1*(( C_2 + X_0 ))^4 }/{ X_0 } )
1790	Testscore 2000
1791	Gen: 163
1792
1793
1794	in: PS.step() 165
1795	pop/push(0,494): C_0(X_0)^3(( C_1 + C_2 ))^4
1796	Testscore 2000
1797	pop/push(1,495): C_0X_0( C_1 + C_2*(X_0)^12 )
1798	Testscore 2000
1799	pop/push(2,496): ( C_0 + C_1(X_0)^2(( C_2 + X_0 ))^4 )
1800	Testscore 2000
1801	Gen: 164
1802
1803
1804	in: PS.step() 166
1805	pop/push(0,497): C_0(X_0)^12(( C_1 + X_0 ))^4
1806	Testscore 2000
1807	pop/push(1,498): C_0(X_0)^10( C_1 + C_2*X_0 )
1808	Testscore 2000
1809	pop/push(2,499): ( C_0 + C_1(X_0)^3(( C_2 + X_0 ))^4 )
1810	Testscore 2000
1811	Gen: 165
1812
1813
1814	in: PS.step() 167
1815	pop/push(0,500): C_0(X_0)^5(( C_1 + C_2 ))^4
1816	Testscore 2000
1817	pop/push(1,501): C_0(C_1X_0)^10*( C_2 + X_0 )
1818	Testscore 2000
1819	pop/push(2,502): C_0(( C_1 + X_0 ))^4(C_2*X_0)^2
1820	Testscore 2000
1821	Gen: 166
1822
1823
1824	in: PS.step() 168
1825	pop/push(0,503): C_0(X_0)^7(( C_1 + C_2 ))^4
1826	Testscore 2000
1827	pop/push(1,504): C_0(X_0)^11( C_1 + { C_2 }/{ X_0 } )
1828	Testscore 2000
1829	pop/push(2,505): C_0(X_0)^2(( C_1 + C_2*X_0 ))^4
1830	Testscore 2000
1831	Gen: 167
1832
1833
1834	in: PS.step() 169
1835	pop/push(0,506): C_0(X_0)^9(( C_1 + C_2 ))^4
1836	Testscore 2000
1837	pop/push(1,507): C_0(X_0)^10( C_1 + C_2*X_0 )
1838	Testscore 2000
1839	pop/push(2,508): C_0(( C_1 + X_0 ))^4(C_2*X_0)^3
1840	Testscore 2000
1841	Gen: 168
1842
1843
1844	in: PS.step() 170
1845	pop/push(0,509): C_0(X_0)^11(( C_1 + C_2 ))^4
1846	Testscore 2000
1847	pop/push(1,510): C_0( X_0 + C_1{ C_2 }/{ X_0 } )
1848	Testscore 2000
1849	pop/push(2,511): C_0(X_0)^3(( C_1 + C_2*X_0 ))^4
1850	Testscore 2000
1851	Gen: 169
1852
1853
1854	in: PS.step() 171
1855	pop/push(0,512): C_0*( C_1 + X_0 )
1856	Testscore 2000
1857	pop/push(1,513): C_0(X_0)^5(( C_1 + C_2*X_0 ))^2
1858	Testscore 2000
1859	pop/push(2,514): ( C_0C_1 + C_2X_0*(( C_3 + X_0 ))^4 )
1860	Testscore 2000
1861	Gen: 170
1862
1863
1864	in: PS.step() 172
1865	pop/push(0,515): C_0(X_0)^2(( C_1 + C_2 ))^4
1866	Testscore 2000
1867	pop/push(1,516): C_0( { C_1 }/{ X_0 } + C_2X_0 )
1868	Testscore 2000
1869	pop/push(2,517): C_0(X_0)^7(( C_1 + { C_2 }/{ X_0 } ))^2
1870	Testscore 2000
1871	Gen: 171
1872
1873
1874	in: PS.step() 173
1875	pop/push(0,518): C_0(X_0)^4(( C_1 + C_2 ))^4
1876	Testscore 2000
1877	pop/push(1,519): C_0( { C_1 }/{ C_2 } + C_3X_0 )
1878	Testscore 2000
1879	pop/push(2,520): C_0(( C_1 + X_0 ))^2(C_2*X_0)^5
1880	Testscore 2000
1881	Gen: 172
1882
1883
1884	in: PS.step() 174
1885	pop/push(0,521): C_0(X_0)^6(( C_1 + C_2 ))^4
1886	Testscore 2000
1887	pop/push(1,522): C_0( { C_1 }/{ X_0 } + C_2X_0 )
1888	Testscore 2000
1889	pop/push(2,523): ( C_0 + C_1(X_0)^5(( C_2 + X_0 ))^2 )
1890	Testscore 2000
1891	Gen: 173
1892
1893
1894	in: PS.step() 175
1895	pop/push(0,524): C_0(X_0)^8(( C_1 + C_2 ))^4
1896	Testscore 2000
1897	pop/push(1,525): ( { C_0 }/{ C_1X_0 } + C_2X_0 )
1898	Testscore 2000
1899	pop/push(2,526): ( C_0 + C_1(X_0)^4(( C_2 + X_0 ))^3 )
1900	Testscore 2000
1901	Gen: 174
1902
1903
1904	in: PS.step() 176
1905	pop/push(0,527): C_0(X_0)^10(( C_1 + C_2 ))^4
1906	Testscore 2000
1907	pop/push(1,528): C_0(C_1X_0)^11*( C_2 + X_0 )
1908	Testscore 2000
1909	pop/push(2,529): ( C_0 + C_1(X_0)^5(( C_2 + X_0 ))^3 )
1910	Testscore 2000
1911	Gen: 175
1912
1913
1914	in: PS.step() 177
1915	pop/push(0,530): C_0(X_0)^12(( C_1 + C_2 ))^4
1916	Testscore 2000
1917	pop/push(1,531): C_0(X_0)^11( C_1 + C_2*X_0 )
1918	Testscore 2000
1919	pop/push(2,532): C_0(( C_1 + X_0 ))^4(C_2*X_0)^4
1920	Testscore 2000
1921	Gen: 176
1922
1923
1924	in: PS.step() 178
1925	pop/push(0,533): C_0(X_0)^12( C_1 + { C_2 }/{ X_0 } )
1926	Testscore 2000
1927	pop/push(1,534): C_0(X_0)^4(( C_1 + C_2*X_0 ))^4
1928	Testscore 2000
1929	pop/push(2,535): C_0(X_0)^5(( C_1 + C_2 + { C_3 }/{ X_0 } ))^4
1930	Testscore 2000
1931	Gen: 177
1932
1933
1934	in: PS.step() 179
1935	pop/push(0,536): C_0(X_0)^11( C_1 + C_2*X_0 )
1936	Testscore 2000
1937	pop/push(1,537): C_0(X_0)^4(( C_1 + { C_2 }/{ X_0 } ))^4
1938	Testscore 2000
1939	pop/push(2,538): C_0X_0(( C_1C_2 + C_3X_0 ))^4
1940	Testscore 2000
1941	Gen: 178
1942
1943
1944	in: PS.step() 180
1945	pop/push(0,539): ( C_0 + C_1(X_0)^10( C_2 + X_0 ) )
1946	Testscore 2000
1947	pop/push(1,540): C_0(X_0)^5(( C_1 + { C_2 }/{ X_0 } ))^4
1948	Testscore 2000
1949	pop/push(2,541): ( C_0 + C_1(X_0)^2 + C_2(( C_3 + X_0 ))^4 )
1950	Testscore 2000
1951	Gen: 179
1952
1953
1954	in: PS.step() 181
1955	pop/push(0,542): ( C_0(X_0)^3 + C_1(X_0)^5 )
1956	Testscore 2000
1957	pop/push(1,543): C_0(X_0)^3(( C_1 + { C_2 }/{ X_0 } ))^4
1958	Testscore 2000
1959	pop/push(2,544): ( C_0(X_0)^2 + C_1(( C_2 + X_0 ))^4 )
1960	Testscore 2000
1961	Gen: 180
1962
1963
1964	in: PS.step() 182
1965	pop/push(0,545): ( C_0(X_0)^3 + C_1(X_0)^4 )
1966	Testscore 2000
1967	pop/push(1,546): ( C_0(X_0)^3 + C_1(( C_2 + X_0 ))^4 )
1968	Testscore 2000
1969	pop/push(2,547): ( C_0 + C_1(X_0)^3 + C_2(( C_3 + X_0 ))^4 )
1970	Testscore 2000
1971	Gen: 181
1972
1973
1974	in: PS.step() 183
1975	pop/push(0,548): ( C_0(X_0)^3 + C_1(X_0)^6 )
1976	Testscore 2000
1977	pop/push(1,549): C_0(X_0)^6(( C_1 + { C_2 }/{ X_0 } ))^4
1978	Testscore 2000
1979	pop/push(2,550): ( C_0(X_0)^4 + C_1(( C_2 + X_0 ))^4 )
1980	Testscore 2000
1981	Gen: 182
1982
1983
1984	in: PS.step() 184
1985	pop/push(0,551): ( C_0(X_0)^4 + C_1(X_0)^5 )
1986	Testscore 2000
1987	pop/push(1,552): C_0(X_0)^7(( C_1 + { C_2 }/{ X_0 } ))^4
1988	Testscore 2000
1989	pop/push(2,553): C_0(( C_1 + X_0 ))^3( C_2 + C_3*X_0 )
1990	Testscore 2000
1991	Gen: 183
1992
1993
1994	in: PS.step() 185
1995	pop/push(0,554): ( C_0 + C_1(X_0)^11( C_2 + X_0 ) )
1996	Testscore 2000
1997	pop/push(1,555): C_0(X_0)^8(( C_1 + { C_2 }/{ X_0 } ))^4
1998	Testscore 2000
1999	pop/push(2,556): C_0(( C_1 + X_0 ))^3( C_2 + C_3*X_0 )
2000	Testscore 2000
2001	Gen: 184
2002
2003
2004	in: PS.step() 186
2005	pop/push(0,557): ( C_0(X_0)^3 + C_1(X_0)^7 )
2006	Testscore 2000
2007	pop/push(1,558): C_0(X_0)^8(( C_1 + { C_2 }/{ X_0 } ))^3
2008	Testscore 2000
2009	pop/push(2,559): C_0(( C_1 + X_0 ))^2( C_2 + C_3*X_0 )
2010	Testscore 2000
2011	Gen: 185
2012
2013
2014	in: PS.step() 187
2015	pop/push(0,560): ( C_0(X_0)^3 + C_1(X_0)^8 )
2016	Testscore 2000
2017	pop/push(1,561): C_0(( C_1 + X_0 ))^2( C_2 + C_3*X_0 )
2018	Testscore 2000
2019	pop/push(2,562): ( C_0 + C_1(X_0)^4 + C_2(( C_3 + X_0 ))^4 )
2020	Testscore 2000
2021	Gen: 186
2022
2023
2024	in: PS.step() 188
2025	pop/push(0,563): ( C_0(X_0)^4 + C_1(X_0)^7 )
2026	Testscore 2000
2027	pop/push(1,564): C_0(( C_1 + X_0 ))^3(C_2*X_0)^5
2028	Testscore 2000
2029	pop/push(2,565): C_0(X_0)^3(( C_1 + C_2 + { C_3 }/{ X_0 } ))^3
2030	Testscore 2000
2031	Gen: 187
2032
2033
2034	in: PS.step() 189
2035	pop/push(0,566): ( C_0(X_0)^3 + C_1(X_0)^9 )
2036	Testscore 2000
2037	pop/push(1,567): C_0(X_0)^5(( C_1 + C_2*X_0 ))^3
2038	Testscore 2000
2039	pop/push(2,568): ( C_0(X_0)^5 + C_1(( C_2 + X_0 ))^4 )
2040	Testscore 2000
2041	Gen: 188
2042
2043
2044	in: PS.step() 190
2045	pop/push(0,569): ( C_0(X_0)^3 + C_1(X_0)^10 )
2046	Testscore 2000
2047	pop/push(1,570): ( C_0(X_0)^6 + C_1(( C_2 + X_0 ))^4 )
2048	Testscore 2000
2049	pop/push(2,571): ( C_0 + C_1(X_0)^5 + C_2(( C_3 + X_0 ))^4 )
2050	Testscore 2000
2051	Gen: 189
2052
2053
2054	in: PS.step() 191
2055	pop/push(0,572): ( C_0(X_0)^4 + C_1(X_0)^9 )
2056	Testscore 2000
2057	pop/push(1,573): ( C_0 + C_1(X_0)^4(( C_2 + X_0 ))^4 )
2058	Testscore 2000
2059	pop/push(2,574): C_0(X_0)^2(( C_1 + X_0 + { C_2 }/{ X_0 } ))^2
2060	Testscore 2000
2061	Gen: 190
2062
2063
2064	in: PS.step() 192
2065	pop/push(0,575): ( C_0(X_0)^3 + C_1(X_0)^11 )
2066	Testscore 2000
2067	pop/push(1,576): ( C_0 + C_1(X_0)^5(( C_2 + X_0 ))^4 )
2068	Testscore 2000
2069	pop/push(2,577): ( C_0(X_0)^7 + C_1(( C_2 + X_0 ))^4 )
2070	Testscore 2000
2071	Gen: 191
2072
2073
2074	in: PS.step() 193
2075	Gen: 192
2076	pop/push(0,578): ( C_0(X_0)^3 + C_1(X_0)^12 )
2077	Testscore 2000
2078	pop/push(1,579): C_0(X_0)^2(( C_1 + { C_2 }/{ X_0 } ))^3
2079	Testscore 2000
2080	pop/push(2,580): ( C_0(X_0)^8 + C_1(( C_2 + X_0 ))^4 )
2081	Testscore 2000
2082
2083
2084	in: PS.step() 194
2085	Gen: 193
2086	pop/push(0,581): ( C_0(X_0)^4 + C_1(X_0)^11 )
2087	Testscore 2000
2088	pop/push(1,582): C_0(X_0)^5(( C_1 + C_2*X_0 ))^4
2089	Testscore 2000
2090	pop/push(2,583): ( C_0(X_0)^9 + C_1(( C_2 + X_0 ))^4 )
2091	Testscore 2000
2092
2093
2094	in: PS.step() 195
2095	pop/push(0,584): C_0(C_1X_0)^12*( C_2 + X_0 )
2096	Testscore 2000
2097	pop/push(1,585): C_0(( C_1 + X_0 ))^4(C_2*X_0)^5
2098	Testscore 2000
2099	pop/push(2,586): ( C_0(X_0)^10 + C_1(( C_2 + X_0 ))^4 )
2100	Testscore 2000
2101	Gen: 194
2102
2103
2104	in: PS.step() 196
2105	pop/push(0,587): C_0(X_0)^12( C_1 + C_2*X_0 )
2106	Testscore 2000
2107	pop/push(1,588): C_0(X_0)^9(( C_1 + { C_2 }/{ X_0 } ))^4
2108	Testscore 2000
2109	pop/push(2,589): ( C_0(X_0)^11 + C_1(( C_2 + X_0 ))^4 )
2110	Testscore 2000
2111	Gen: 195
2112
2113
2114	in: PS.step() 197
2115	pop/push(0,590): C_0(X_0)^12( C_1 + C_2*X_0 )
2116	Testscore 2000
2117	pop/push(1,591): C_0(X_0)^2( C_1 + C_2*(X_0)^5 )
2118	Testscore 2000
2119	pop/push(2,592): ( C_0(X_0)^12 + C_1(( C_2 + X_0 ))^4 )
2120	Testscore 2000
2121	Gen: 196
2122
2123
2124	in: PS.step() 198
2125	pop/push(0,593): ( C_0 + C_1(X_0)^5( C_2 + C_3 ) )
2126	Testscore 2000
2127	pop/push(1,594): C_0(X_0)^3( C_1 + C_2*(X_0)^5 )
2128	Testscore 2000
2129	pop/push(2,595): ( C_0(X_0)^2 + C_1(( C_2 + X_0 ))^3 )
2130	Testscore 2000
2131	Gen: 197
2132
2133
2134	in: PS.step() 199
2135	pop/push(0,596): ( C_0 + { C_1 }/{ X_0 } + C_2*(X_0)^5 )
2136	Testscore 2000
2137	pop/push(1,597): C_0(X_0)^4( C_1 + C_2*(X_0)^3 )
2138	Testscore 2000
2139	pop/push(2,598): ( C_0(X_0)^3 + C_1(( C_2 + X_0 ))^3 )
2140	Testscore 2000
2141	Gen: 198
2142
2143
2144	in: PS.step() 200
2145	pop/push(0,599): ( C_0 + { C_1 }/{ C_2 } + C_3*(X_0)^5 )
2146	Testscore 2000
2147	pop/push(1,600): C_0(X_0)^5( C_1 + C_2*(X_0)^3 )
2148	Testscore 2000
2149	pop/push(2,601): ( C_0(X_0)^4 + C_1(( C_2 + X_0 ))^3 )
2150	Testscore 2000
2151	Gen: 199
2152
2153
2154	in: PS.step() 201
2155	pop/push(0,602): C_0(X_0)^3( C_1 + { C_2 }/{ C_3 } )
2156	Testscore 2000
2157	pop/push(1,603): ( C_0 + C_1(X_0)^2 + C_2(X_0)^7 )
2158	Testscore 2000
2159	pop/push(2,604): ( C_0(X_0)^5 + C_1(( C_2 + X_0 ))^3 )
2160	Testscore 2000
2161	Gen: 200
2162
2163
2164	in: PS.step() 202
2165	pop/push(0,605): C_0(X_0)^4( X_0 + { C_1 }/{ X_0 } )
2166	Testscore 2000
2167	pop/push(1,606): C_0(X_0)^6( C_1 + X_0 + { C_2 }/{ C_3 } )
2168	Testscore 2000
2169	pop/push(2,607): ( C_0(X_0)^6 + C_1(( C_2 + X_0 ))^3 )
2170	Testscore 2000
2171	Gen: 201
2172
2173
2174	PGE: stop sig recv'd
2175	DS sent -1 to Srch 0
2176	PGE sending last report
2177	PGE exitting
2178	DS done = 1 1
2179	DAMD checking last messages
2180	Gen: 202
2181	DS done stopping
2182	0: df(x) = ( 0.488088 )
2183	( C_0 )
2184	coeff: [0.48808762998194877]
2185	size: 2 depth: 2
2186	uId: 0 pId: 0
2187	iId: 0 tId: 0
2188
2189	train NaNs: 0
2190	train L1: 0.855128
2191
2192	test NaNs: 0
2193	test Evals: 2000
2194	test L1: 0.840167
2195	test L2: 1.092449
2196
2197
2198	1: df(x) = ( 1.705953*x )
2199	( C_0*X_0 )
2200	coeff: [1.7059531450667809]
2201	size: 4 depth: 3
2202	uId: 0 pId: 0
2203	iId: 0 tId: 1
2204
2205	train NaNs: 0
2206	train L1: 0.523722
2207
2208	test NaNs: 0
2209	test Evals: 2000
2210	test L1: 0.555682
2211	test L2: 0.785231
2212
2213
2214	2: df(x) = ( 0.505930 + 1.723289*x )
2215	( C_0 + C_1*X_0 )
2216	coeff: [0.5059302219734085 1.7232892267661326]
2217	size: 5 depth: 3
2218	uId: 2 pId: 0
2219	iId: 0 tId: 0
2220
2221	train NaNs: 0
2222	train L1: 0.462547
2223
2224	test NaNs: 0
2225	test Evals: 2000
2226	test L1: 0.482063
2227	test L2: 0.583033
2228
2229
2230	3: df(x) = ( 1.642726*(( 0.333313 + x ))^3 )
2231	( C_0*(( C_1 + X_0 ))^3 )
2232	coeff: [1.6427256102525016 0.33331299708920176]
2233	size: 7 depth: 5
2234	uId: 1187 pId: 0
2235	iId: 110 tId: 10
2236
2237	train NaNs: 0
2238	train L1: 0.120807
2239
2240	test NaNs: 0
2241	test Evals: 2000
2242	test L1: 0.111897
2243	test L2: 0.159505
2244
2245
2246	4: df(x) = ( 0.022277x(( 2.612198 + x ))^4 )
2247	( C_0X_0(( C_1 + X_0 ))^4 )
2248	coeff: [0.02227687439934678 2.6121982834810313]
2249	size: 8 depth: 5
2250	uId: 1643 pId: 0
2251	iId: 150 tId: 13
2252
2253	train NaNs: 0
2254	train L1: 0.058950
2255
2256	test NaNs: 0
2257	test Evals: 2000
2258	test L1: 0.062111
2259	test L2: 0.075158
2260
2261
2262	5: df(x) = ( -0.247235 + 0.332358*(( 0.880010 + x ))^4 )
2263	( C_0 + C_1*(( C_2 + X_0 ))^4 )
2264	coeff: [-0.24723491600835507 0.33235766702164865 0.8800099539501561]
2265	size: 8 depth: 5
2266	uId: 1685 pId: 0
2267	iId: 153 tId: 11
2268
2269	train NaNs: 0
2270	train L1: 0.042787
2271
2272	test NaNs: 0
2273	test Evals: 2000
2274	test L1: 0.045204
2275	test L2: 0.057344
2276
2277
2278	6: df(x) = ( -0.623617 + 0.376383 + 0.332358*(( 0.880010 + x ))^4 )
2279	( C_0 + C_1 + C_2*(( C_3 + X_0 ))^4 )
2280	coeff: [-0.6236174580057763 0.3763825419944427 0.33235766701453956 0.8800099539596823]
2281	size: 9 depth: 5
2282	uId: 1757 pId: 0
2283	iId: 160 tId: 4
2284
2285	train NaNs: 0
2286	train L1: 0.042787
2287
2288	test NaNs: 0
2289	test Evals: 2000
2290	test L1: 0.045204
2291	test L2: 0.057344
2292
2293
2294	7: df(x) = ( 0.000034(x)^5(( 4.559413 + x + { 12.848263 }/{ x } ))^4 )
2295	( C_0(X_0)^5(( C_1 + X_0 + { C_2 }/{ X_0 } ))^4 )
2296	coeff: [3.44652874900931e-05 4.559412614302138 12.848263456997431]
2297	size: 12 depth: 6
2298	uId: 1726 pId: 0
2299	iId: 157 tId: 8
2300
2301	train NaNs: 0
2302	train L1: 0.033468
2303
2304	test NaNs: 0
2305	test Evals: 2000
2306	test L1: 0.035996
2307	test L2: 0.054097
2308
2309
2310	8: df(x) = ( 0.389172x( 1.000000 + x )( 2.569557 + 2.569553(x)^2 ) )
2311	( C_0X_0( C_1 + X_0 )( C_2 + C_3(X_0)^2 ) )
2312	coeff: [0.3891722806827999 1.0000000697859392 2.569557021264269 2.5695532128348493]
2313	size: 13 depth: 6
2314	uId: 861 pId: 0
2315	iId: 81 tId: 9
2316
2317	train NaNs: 0
2318	train L1: 0.000001
2319
2320	test NaNs: 0
2321	test Evals: 2000
2322	test L1: 0.000001
2323	test L2: 0.000001
2324
2325
2326	9: df(x) = ( -0.255956 + 0.744044 )
2327	( C_0 + C_1 )
2328	coeff: [-0.2559561849999276 0.7440438149999304]
2329	size: 3 depth: 2
2330	uId: 8 pId: 0
2331	iId: 1 tId: 0
2332
2333	train NaNs: 0
2334	train L1: 0.855128
2335
2336	test NaNs: 0
2337	test Evals: 2000
2338	test L1: 0.840167
2339	test L2: 1.092449
2340
2341
2342	10: df(x) = ( 2.653445*(x)^3 )
2343	( C_0*(X_0)^3 )
2344	coeff: [2.6534449101070336]
2345	size: 5 depth: 4
2346	uId: 12 pId: 0
2347	iId: 1 tId: 4
2348
2349	train NaNs: 0
2350	train L1: 0.515955
2351
2352	test NaNs: 0
2353	test Evals: 2000
2354	test L1: 0.591298
2355	test L2: 0.818427
2356
2357
2358	11: df(x) = ( 1.723289*( 0.293584 + x ) )
2359	( C_0*( C_1 + X_0 ) )
2360	coeff: [1.7232892277199379 0.2935840449000472]
2361	size: 6 depth: 4
2362	uId: 1838 pId: 0
2363	iId: 170 tId: 0
2364
2365	train NaNs: 0
2366	train L1: 0.462547
2367
2368	test NaNs: 0
2369	test Evals: 2000
2370	test L1: 0.482063
2371	test L2: 0.583033
2372
2373
2374	12: df(x) = ( 0.625205*(( 0.593571 + x ))^4 )
2375	( C_0*(( C_1 + X_0 ))^4 )
2376	coeff: [0.6252050327706561 0.5935707852612384]
2377	size: 7 depth: 5
2378	uId: 1646 pId: 0
2379	iId: 150 tId: 16
2380
2381	train NaNs: 0
2382	train L1: 0.133747
2383
2384	test NaNs: 0
2385	test Evals: 2000
2386	test L1: 0.122820
2387	test L2: 0.167881
2388
2389
2390	13: df(x) = ( 0.144935x(( 1.954714 + x ))^3 )
2391	( C_0X_0(( C_1 + X_0 ))^3 )
2392	coeff: [0.1449348649831017 1.9547140476473472]
2393	size: 8 depth: 5
2394	uId: 1185 pId: 0
2395	iId: 110 tId: 8
2396
2397	train NaNs: 0
2398	train L1: 0.066515
2399
2400	test NaNs: 0
2401	test Evals: 2000
2402	test L1: 0.070779
2403	test L2: 0.086935
2404
2405
2406	14: df(x) = ( -0.231299 + 1.111187*(( 0.536186 + x ))^3 )
2407	( C_0 + C_1*(( C_2 + X_0 ))^3 )
2408	coeff: [-0.23129851335881857 1.1111870490689886 0.5361855449676299]
2409	size: 8 depth: 5
2410	uId: 1233 pId: 0
2411	iId: 114 tId: 3
2412
2413	train NaNs: 0
2414	train L1: 0.061716
2415
2416	test NaNs: 0
2417	test Evals: 2000
2418	test L1: 0.063944
2419	test L2: 0.081740
2420
2421
2422	15: df(x) = ( -0.074118 + 0.193942x(( 1.722069 + x ))^3 )
2423	( C_0 + C_1X_0(( C_2 + X_0 ))^3 )
2424	coeff: [-0.07411841031730555 0.19394157354686875 1.7220691115295557]
2425	size: 9 depth: 5
2426	uId: 1226 pId: 0
2427	iId: 113 tId: 13
2428
2429	train NaNs: 0
2430	train L1: 0.056748
2431
2432	test NaNs: 0
2433	test Evals: 2000
2434	test L1: 0.054229
2435	test L2: 0.061793
2436
2437
2438	16: df(x) = ( -0.537059 + 0.462941 + 0.193942x(( 1.722069 + x ))^3 )
2439	( C_0 + C_1 + C_2X_0(( C_3 + X_0 ))^3 )
2440	coeff: [-0.5370592051120102 0.46294079488820633 0.193941573290789 1.7220691126163528]
2441	size: 10 depth: 5
2442	uId: 1604 pId: 0
2443	iId: 148 tId: 4
2444
2445	train NaNs: 0
2446	train L1: 0.056748
2447
2448	test NaNs: 0
2449	test Evals: 2000
2450	test L1: 0.054229
2451	test L2: 0.061793
2452
2453
2454	17: df(x) = ( 0.002252(x)^4(( 3.595755 + x + { 7.459224 }/{ x } ))^3 )
2455	( C_0(X_0)^4(( C_1 + X_0 + { C_2 }/{ X_0 } ))^3 )
2456	coeff: [0.002251518858520458 3.595755289567391 7.459224011988179]
2457	size: 12 depth: 6
2458	uId: 1268 pId: 0
2459	iId: 116 tId: 9
2460
2461	train NaNs: 0
2462	train L1: 0.035829
2463
2464	test NaNs: 0
2465	test Evals: 2000
2466	test L1: 0.038343
2467	test L2: 0.055925
2468
2469
2470	18: df(x) = ( 0.610875x( 1.636998 + 1.636996(x)^2 )( 1.000000 + x ) )
2471	( C_0X_0( C_1 + C_2(X_0)^2 )( C_3 + X_0 ) )
2472	coeff: [0.61087450980112 1.6369980254002947 1.6369955991418126 1.0000000697857496]
2473	size: 13 depth: 6
2474	uId: 777 pId: 0
2475	iId: 75 tId: 8
2476
2477	train NaNs: 0
2478	train L1: 0.000001
2479
2480	test NaNs: 0
2481	test Evals: 2000
2482	test L1: 0.000001
2483	test L2: 0.000001
2484
2485
2486	19: df(x) = ( 3.128170*(x)^5 )
2487	( C_0*(X_0)^5 )
2488	coeff: [3.1281703767801385]
2489	size: 5 depth: 4
2490	uId: 28 pId: 0
2491	iId: 3 tId: 0
2492
2493	train NaNs: 0
2494	train L1: 0.557016
2495
2496	test NaNs: 0
2497	test Evals: 2000
2498	test L1: 0.651013
2499	test L2: 0.893663
2500
2501
2502	20: df(x) = ( 1.755568x( 0.918328 + x ) )
2503	( C_0X_0( C_1 + X_0 ) )
2504	coeff: [1.7555683760135372 0.9183284569414082]
2505	size: 7 depth: 4
2506	uId: 59 pId: 0
2507	iId: 6 tId: 5
2508
2509	train NaNs: 0
2510	train L1: 0.132074
2511
2512	test NaNs: 0
2513	test Evals: 2000
2514	test L1: 0.142746
2515	test L2: 0.180365
2516
2517
2518	21: df(x) = ( 0.658300x(( 1.349192 + x ))^2 )
2519	( C_0X_0(( C_1 + X_0 ))^2 )
2520	coeff: [0.658299734275499 1.3491923035686308]
2521	size: 8 depth: 5
2522	uId: 597 pId: 0
2523	iId: 62 tId: 4
2524
2525	train NaNs: 0
2526	train L1: 0.081222
2527
2528	test NaNs: 0
2529	test Evals: 2000
2530	test L1: 0.087405
2531	test L2: 0.111573
2532
2533
2534	22: df(x) = ( -0.096014 + 0.873399x(( 1.100692 + x ))^2 )
2535	( C_0 + C_1X_0(( C_2 + X_0 ))^2 )
2536	coeff: [-0.09601419651794367 0.8733989211015596 1.1006922575693627]
2537	size: 9 depth: 5
2538	uId: 642 pId: 0
2539	iId: 65 tId: 12
2540
2541	train NaNs: 0
2542	train L1: 0.076141
2543
2544	test NaNs: 0
2545	test Evals: 2000
2546	test L1: 0.071000
2547	test L2: 0.081193
2548
2549
2550	23: df(x) = ( 0.081267(x)^3(( 2.560661 + x + { 3.376844 }/{ x } ))^2 )
2551	( C_0(X_0)^3(( C_1 + X_0 + { C_2 }/{ X_0 } ))^2 )
2552	coeff: [0.08126709353414067 2.5606606961077527 3.3768438931374827]
2553	size: 12 depth: 6
2554	uId: 635 pId: 0
2555	iId: 65 tId: 5
2556
2557	train NaNs: 0
2558	train L1: 0.042112
2559
2560	test NaNs: 0
2561	test Evals: 2000
2562	test L1: 0.044744
2563	test L2: 0.061548
2564
2565
2566	24: df(x) = ( 3.395383*(x)^7 )
2567	( C_0*(X_0)^7 )
2568	coeff: [3.395383350434831]
2569	size: 5 depth: 4
2570	uId: 41 pId: 0
2571	iId: 5 tId: 0
2572
2573	train NaNs: 0
2574	train L1: 0.583453
2575
2576	test NaNs: 0
2577	test Evals: 2000
2578	test L1: 0.687460
2579	test L2: 0.949929
2580
2581
2582	25: df(x) = ( 1.561344*(( 0.416313 + x ))^2 )
2583	( C_0*(( C_1 + X_0 ))^2 )
2584	coeff: [1.561343646955768 0.4163126442421312]
2585	size: 7 depth: 5
2586	uId: 604 pId: 0
2587	iId: 62 tId: 11
2588
2589	train NaNs: 0
2590	train L1: 0.328292
2591
2592	test NaNs: 0
2593	test Evals: 2000
2594	test L1: 0.338513
2595	test L2: 0.361338
2596
2597
2598	26: df(x) = ( 2.432879(x)^2( 0.686418 + x ) )
2599	( C_0(X_0)^2( C_1 + X_0 ) )
2600	coeff: [2.432879317356866 0.6864184072526582]
2601	size: 8 depth: 4
2602	uId: 75 pId: 0
2603	iId: 7 tId: 4
2604
2605	train NaNs: 0
2606	train L1: 0.197714
2607
2608	test NaNs: 0
2609	test Evals: 2000
2610	test L1: 0.205276
2611	test L2: 0.248440
2612
2613
2614	27: df(x) = ( 1.612188x + 1.755568(x)^2 )
2615	( C_0X_0 + C_1(X_0)^2 )
2616	coeff: [1.6121883978164062 1.7555683759186496]
2617	size: 8 depth: 4
2618	uId: 11 pId: 0
2619	iId: 1 tId: 3
2620
2621	train NaNs: 0
2622	train L1: 0.132074
2623
2624	test NaNs: 0
2625	test Evals: 2000
2626	test L1: 0.142746
2627	test L2: 0.180365
2628
2629
2630	28: df(x) = ( 0.793532x( 1.106174 + 1.106174 )*( 0.918328 + x ) )
2631	( C_0X_0( C_1 + C_2 )*( C_3 + X_0 ) )
2632	coeff: [0.7935320554831138 1.106173571557735 1.106173571557733 0.9183284570006236]
2633	size: 10 depth: 4
2634	uId: 778 pId: 0
2635	iId: 75 tId: 9
2636
2637	train NaNs: 0
2638	train L1: 0.132074
2639
2640	test NaNs: 0
2641	test Evals: 2000
2642	test L1: 0.142746
2643	test L2: 0.180365
2644
2645
2646	29: df(x) = ( 1.028319(x)^2( 1.665884 + x + { 0.973823 }/{ x } ) )
2647	( C_0(X_0)^2( C_1 + X_0 + { C_2 }/{ X_0 } ) )
2648	coeff: [1.0283188741198173 1.6658844973745086 0.9738227138840193]
2649	size: 11 depth: 5
2650	uId: 96 pId: 0
2651	iId: 8 tId: 13
2652
2653	train NaNs: 0
2654	train L1: 0.071091
2655
2656	test NaNs: 0
2657	test Evals: 2000
2658	test L1: 0.076807
2659	test L2: 0.095451
2660
2661
2662	30: df(x) = ( 0.296812x + 0.323425x*(( 1.229614 + x ))^3 )
2663	( C_0X_0 + C_1X_0*(( C_2 + X_0 ))^3 )
2664	coeff: [0.2968121073863045 0.3234246273533941 1.2296136824512531]
2665	size: 11 depth: 5
2666	uId: 1194 pId: 0
2667	iId: 111 tId: 1
2668
2669	train NaNs: 0
2670	train L1: 0.049579
2671
2672	test NaNs: 0
2673	test Evals: 2000
2674	test L1: 0.052338
2675	test L2: 0.071161
2676
2677
2678	31: df(x) = ( 0.446166 + 2.597609*(x)^3 )
2679	( C_0 + C_1*(X_0)^3 )
2680	coeff: [0.44616630177363126 2.5976089435795657]
2681	size: 6 depth: 4
2682	uId: 294 pId: 0
2683	iId: 28 tId: 0
2684
2685	train NaNs: 0
2686	train L1: 0.493936
2687
2688	test NaNs: 0
2689	test Evals: 2000
2690	test L1: 0.489784
2691	test L2: 0.618818
2692
2693
2694	Cleaning Main
2695	DS leaving Run()

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