Genetic Algorithm for Nonlinear Transportation Problem

This project contains genetic algorithm used to solve Nonlinear Transportation Problem. Algorithm is a part of bachelor's thesis. Project is written in Julia v1.1

Author - Piotr Berezowski

Short description of files

• geneticPackage.jl - module definition (GeneticNTP)
• chromosom.jl - all functions related to Chromosom (initialization, genetic operators, etc.)
• population.jl - all functions related to population of chromosomes and algorithm (population init, selection, etc.)
• config.jl - defines structure to store configuration of population, and functions to write/read configuration files
• functions - definitions of cost functions used in nonlinear transportation problem to calculate cost of solution

TODO:

• Chromosom's representation
• Genetic operators
• First version of algorithm
• Handling configuration files
• Functions to draw visualizations
• Parallel version of algorithm
• Optimization
• Final version of algorithm
• Comparsion with other algorithms