Hybrid Metaheuristics and their Implementations

International Association of Online Engineering

Caichang Ding¹  Wenxiu Peng¹  Weiming Wang² 

[1] School of Computer Science, Yangtze University;Teaching Supervision Office, Shenzhen Institute of Information Technology

关键词: hybrid metaheuristics;    model;    design;    implementation;   

DOI  :  

学科分类：社会科学、人文和艺术（综合）

来源: International Association of Online Engineering

【 摘 要 】

This paper studies with the design of hybrid metaheuristics and their implementations. Hybridmetaheuristics involve some major issues that could be classified as design and implementation. Combining different kinds of methods is a ordinary strategy to solve optimization problems. As we have developed a unified view of metaheuristics, that is based on their key search components, one can say that designing a multi-objective metaheuristic can be reduced to select the most suited search components and combining them. Each of these metaheuristics has been proven successful on a variety of applications. Although there have been attempts to compare their performance, the results are contradicting and inconclusive. A difference is made between the design issues used to introduce hybridization and implementation issues that depend on the execution model of the algorithms.

【 授权许可】

Unknown