Question
ARITIFICAL INTELLIGENCE CODING IS IN JAVA If you use file reader please show example of the .txt file you used. I beleive the only coding
ARITIFICAL INTELLIGENCE
CODING IS IN JAVA
If you use file reader please show example of the .txt file you used.
I beleive the only coding needed is in the GeneticlAlgorithm.java
(which is the code I pasted at the very bottom)
//Generic algo
package ga;
public class GeneticAlgorithm {
protected int mPopulationSize;
protected int mTournamentsSize;
protected double mCrossoverProb;
protected double mMutationProb;
public GeneticAlgorithm(int populationSize,
int tournamentsSize, double crossoverProb, double mutationProb) {
mPopulationSize = populationSize;
mTournamentsSize = tournamentsSize;
mCrossoverProb = crossoverProb;
mMutationProb = mutationProb;
// ...
createInitialPopulation();
}
public void createInitialPopulation() {
// to be implemented
}
public void runOneGeneration() {
// to be implemented
}
public double getAverageFitness() {
// to be implemented; remove 0.0
return 0.0;
}
public double getBestFitness() {
// to be implemented; remove 0.0
return 0.0;
}
// other methods to be implemented
}
Description Your task is to implement a Genetic algorithm (GA) to find the maximum of the following function: 3 .3 where x and y are real numbers between -3 and 3. You can represent the problem variables as a chromosome by concatenating x and y as a binary string using 8-bits for each variable: 10 0010100 0l111 0 11 The calculation of x and y of a chromosome is done as follows: 1. A chromosome (string of 16 bits) is partitioned into two 8-bit strings 10 0 0 1 0 10and0 011 101 1 2. These strings are converted from binary (base 2) to decimal (base 10): (10001010)2 -Ix27 +0x26+0x25 +0x24 +1x23 +0x22+1x21 +0x20 138)10 and (0011 101)2-0x27 +0x26+lx25+lx24+1x23+0x22+1x21 +1x20 - (59)10 Description Your task is to implement a Genetic algorithm (GA) to find the maximum of the following function: 3 .3 where x and y are real numbers between -3 and 3. You can represent the problem variables as a chromosome by concatenating x and y as a binary string using 8-bits for each variable: 10 0010100 0l111 0 11 The calculation of x and y of a chromosome is done as follows: 1. A chromosome (string of 16 bits) is partitioned into two 8-bit strings 10 0 0 1 0 10and0 011 101 1 2. These strings are converted from binary (base 2) to decimal (base 10): (10001010)2 -Ix27 +0x26+0x25 +0x24 +1x23 +0x22+1x21 +0x20 138)10 and (0011 101)2-0x27 +0x26+lx25+lx24+1x23+0x22+1x21 +1x20 - (59)10Step by Step Solution
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