Skip to content

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)

Notifications You must be signed in to change notification settings

nrhevu/evolutionary-computing

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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

About

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)

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published