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binary-knapsack-ga's Introduction

Genetic Algorithm to solve the Binary Knapsack Problem

Configuration

Just edit src/config.yaml for default settings.

Usage

You can see the usage passing the argument --help in genetic_algorithm.py

python genetic_algorithm.py --help
usage: genetic_algorithm.py [-h] [--mutation_policy MUTATION_POLICY] [--cross_policy CROSS_POLICY] [--selection_policy SELECTION_POLICY] [--num_pop NUM_POP]
                            [--num_generations NUM_GENERATIONS] [--cross_rate CROSS_RATE] [--elitism ELITISM] [--mutation_rate MUTATION_RATE] [--eid EID]
                            [--instance_name INSTANCE_NAME]

optional arguments:
  -h, --help            show this help message and exit
  --mutation_policy MUTATION_POLICY
  --cross_policy CROSS_POLICY
  --selection_policy SELECTION_POLICY
  --num_pop NUM_POP
  --num_generations NUM_GENERATIONS
  --cross_rate CROSS_RATE
  --elitism ELITISM
  --mutation_rate MUTATION_RATE
  --eid EID
  --instance_name INSTANCE_NAME

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Contributors

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