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source: branches/OKBJavaConnector/ECJClient/src/ec/simple/SimpleEvaluator.java @ 6152

Last change on this file since 6152 was 6152, checked in by bfarka, 13 years ago

added ecj and custom statistics to communicate with the okb services #1441

File size: 5.8 KB
Line 
1/*
2  Copyright 2006 by Sean Luke
3  Licensed under the Academic Free License version 3.0
4  See the file "LICENSE" for more information
5*/
6
7
8package ec.simple;
9import ec.Evaluator;
10import ec.EvolutionState;
11import ec.util.Parameter;
12import ec.Individual;
13
14/*
15 * SimpleEvaluator.java
16 *
17 * Created: Wed Aug 18 21:31:18 1999
18 * By: Sean Luke
19 */
20
21/**
22 * The SimpleEvaluator is a simple, non-coevolved generational evaluator which
23 * evaluates every single member of every subpopulation individually in its
24 * own problem space.  One Problem instance is cloned from p_problem for
25 * each evaluating thread.  The Problem must implement SimpleProblemForm.
26 *
27 * @author Sean Luke
28 * @version 1.0
29 */
30
31public class SimpleEvaluator extends Evaluator
32    {
33    // checks to make sure that the Problem implements SimpleProblemForm
34    public void setup(final EvolutionState state, final Parameter base)
35        {
36        super.setup(state,base);
37        if (!(p_problem instanceof SimpleProblemForm))
38            state.output.fatal("" + this.getClass() + " used, but the Problem is not of SimpleProblemForm",
39                base.push(P_PROBLEM));
40        }
41   
42    /** A simple evaluator that doesn't do any coevolutionary
43        evaluation.  Basically it applies evaluation pipelines,
44        one per thread, to various subchunks of a new population. */
45    public void evaluatePopulation(final EvolutionState state)
46        {
47        int numinds[][] =
48            new int[state.evalthreads][state.population.subpops.length];
49        int from[][] =
50            new int[state.evalthreads][state.population.subpops.length];
51       
52        for(int y=0;y<state.evalthreads;y++)
53            for(int x=0;x<state.population.subpops.length;x++)
54                {
55                // figure numinds
56                if (y<state.evalthreads-1) // not last one
57                    numinds[y][x]=
58                        state.population.subpops[x].individuals.length/
59                        state.evalthreads;
60                else // in case we're slightly off in division
61                    numinds[y][x]=
62                        state.population.subpops[x].individuals.length/
63                        state.evalthreads +
64                       
65                        (state.population.subpops[x].individuals.length -
66                            (state.population.subpops[x].individuals.length /
67                            state.evalthreads)  // note integer division
68                        *state.evalthreads);                   
69
70                // figure from
71                from[y][x]=
72                    (state.population.subpops[x].individuals.length/
73                    state.evalthreads) * y;
74                }
75
76        if (state.evalthreads==1)
77            evalPopChunk(state,numinds[0],from[0],0,(SimpleProblemForm)(p_problem.clone())); 
78       
79        else
80            {
81            Thread[] t = new Thread[state.evalthreads];
82           
83            // start up the threads
84            for(int y=0;y<state.evalthreads;y++)
85                {
86                SimpleEvaluatorThread r = new SimpleEvaluatorThread();
87                r.threadnum = y;
88                r.numinds = numinds[y];
89                r.from = from[y];
90                r.me = this;
91                r.state = state;
92                r.p = (SimpleProblemForm)(p_problem.clone());
93                t[y] = new Thread(r);
94                t[y].start();
95                }
96
97            // gather the threads
98            for(int y=0;y<state.evalthreads;y++) try
99                                                     {
100                                                     t[y].join();
101                                                     }
102                catch(InterruptedException e)
103                    {
104                    state.output.fatal("Whoa! The main evaluation thread got interrupted!  Dying...");
105                    }
106
107            }
108        }
109
110    /** A private helper function for evaluatePopulation which evaluates a chunk
111        of individuals in a subpopulation for a given thread.
112        Although this method is declared
113        public (for the benefit of a private helper class in this file),
114        you should not call it. */
115
116    protected void evalPopChunk(EvolutionState state, int[] numinds, int[] from,
117        int threadnum, SimpleProblemForm p)
118        {
119        ((ec.Problem)p).prepareToEvaluate(state,threadnum);
120       
121        for(int pop=0;pop<state.population.subpops.length;pop++)
122            {
123            // start evaluatin'!
124            int upperbound = from[pop]+numinds[pop];
125            for (int x=from[pop];x<upperbound;x++)
126                {
127                p.evaluate(state,state.population.subpops[pop].individuals[x], pop, threadnum);
128                }
129            }
130        ((ec.Problem)p).finishEvaluating(state,threadnum);
131        }
132   
133    /** The SimpleEvaluator determines that a run is complete by asking
134        each individual in each population if he's optimal; if he
135        finds an individual somewhere that's optimal,
136        he signals that the run is complete. */
137    public boolean runComplete(final EvolutionState state)
138        {
139        for(int x = 0;x<state.population.subpops.length;x++)
140            for(int y=0;y<state.population.subpops[x].individuals.length;y++)
141                if (state.population.subpops[x].
142                    individuals[y].fitness.isIdealFitness())
143                    return true;
144        return false;
145        }
146    }
147
148/** A private helper class for implementing multithreaded evaluation */
149class SimpleEvaluatorThread implements Runnable
150    {
151    public int[] numinds;
152    public int[] from;
153    public SimpleEvaluator me;
154    public EvolutionState state;
155    public int threadnum;
156    public SimpleProblemForm p;
157    public synchronized void run()
158        { me.evalPopChunk(state,numinds,from,threadnum,p); }
159    }
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