Title :
Review on parallel evolutionary computing and introduce three general framework to parallelize all EC algorithms
Author :
Majd, Amin ; Lotfi, S. ; Sahebi, Golnaz
Author_Institution :
Aras Int. Campus, Tabriz Univ., Tabriz, Iran
Abstract :
Optimization and solving NP-hard problem are very important and Evolutionary Computing methods are useful and popular. There are different types of EC methods that most of them are serial and some other one has parallel implementation. In first step we want review some parallel implementation of EC methods and in second step we introduce three general frame work to parallelize all serial EC methods.
Keywords :
evolutionary computation; parallel algorithms; EC algorithms; NP-hard problem; parallel evolutionary computing; Genetic algorithms; Heuristic algorithms; Master-slave; Memetics; Program processors; Sociology; Statistics; Parallel Ant Optimization Colony; Parallel Bee Colony Optimization; Parallel Memetic Algorithm; parallel Genetic Algorithms; parallel PSO;
Conference_Titel :
Information and Knowledge Technology (IKT), 2013 5th Conference on
Conference_Location :
Shiraz
Print_ISBN :
978-1-4673-6489-8
DOI :
10.1109/IKT.2013.6620039