1451 search results - page 11 / 291 » A Clustering Based Niching Method for Evolutionary Algorithm... |
EC
2012
12 years 2 months ago
2012
In a multimodal optimization task, the main purpose is to find multiple optimal solutions (global and local), so that the user can have a better knowledge about different optima...
IADIS
2008
13 years 8 months ago
2008
The aim of this paper is to present an evolutionary system for classification problem called GAPBNF_Rule. GAPBNF_Rule is a powerful evolutionary method that distinguishes between ...
GECCO
2007
Springer
14 years 26 days ago
2007
Springer
This paper reviews the development of an interactive evolutionary design system (IEDS) for conceptual design, which integrates an agent based ‘build and evolve’ approach with ...
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
CEC
2007
IEEE
14 years 1 months ago
2007
IEEE
Abstract— For solving multimodal problems by means of evolutionary algorithms, one often resorts to multistarts or niching methods. The latter approach the question: ‘What is e...