/evolutionary-computing

An implementation of some evolutionary algorithms to solve TSP, Knapsack, Icdpu problems. This repository contains Generic Algorithm, Differential Evolution, MFEA and OTMTO (Orthogonal Transfer for Multitask Optimization)

Primary LanguageJupyter Notebook

Evolutionary Computing

This repo has installed evolutionary multitasking algorithms to solve TSP, Knapsack, icdpu problems.

The installed algorithms are GA, DE, MFEA, OTMTO Original OTMTO method paper references link: https://www.researchgate.net/publication/359324199_Orthogonal_Transfer_for_Multitask_Optimization

How to run

Checkout the test.jpynb for running code

More settings

In our implementation, we intalled various representation method for the problems: Real-value, permutation, binning, icdpu