A Comparative Study of EAG and PBIL on Large-Scale Global Optimization Problems

Estimation of Distribution Algorithms (EDAs) use global statistical information effectively to sample offspring disregarding the location information of the locally optimal solutions found so far. Evolutionary Algorithm with Guided Mutation (EAG) combines global statistical information and location...

Full description

Bibliographic Details
Main Author: Imtiaz Hussain Khan
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2014/182973