Code Monkey home page Code Monkey logo

rseacode's Introduction

About

Source code of the paper [A Region Search Evolutionary Algorithm for Many-Objective Optimization] (https://doi.org/10.1016/j.ins.2019.03.016); 50 days' free access to the article(https://authors.elsevier.com/c/1YjbR4ZQDzkMZ)
Code also can be seen from (https://www.researchgate.net/profile/Yongqi_Liu/publications)

If you use the code or find it helpful, please cite the following paper:
Yongqi Liu, Hui Qin, Zhendong Zhang, Liqiang Yao, Chao Wang, Li Mo, Shuo Ouyang ,Jie Li. "A Region Search Evolutionary Algorithm for Many-Objective Optimization", Information Sciences, 2019, doi:10.1016/j.ins.2019.03.016

The code is build based on jMetal

jMetal is an object-oriented Java-based framework for multi-objective optimization with metaheuristics. The Web page of the project is: http://jmetal.github.io/jMetal/. Former jMetal versions can be found in SourceForge.

Main code of RSEA

RSEA: /jmetal-algorithm/src/main/java/org/uma/jmetal/algorithm/multiobjective/moead/RSEA.java;
MOEA/D-RS: /jmetal-algorithm/src/main/java/org/uma/jmetal/algorithm/multiobjective/moead/MOEAD_RS.java.

How to run

For test: /jmetal-mine/src/main/java/org/mine/exec/RSEARunner.java;
To run whole result (all test problems, each problem run 20 times): /jmetal-mine/src/main/java/org/mine/exec/RSEARunnerRunResult.java.

rseacode's People

Contributors

yongqil avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.