Paper Info
Title
Evolutionary Search with Erosion of Quality Peaks
Abstract
The aim of this note is to find effective evolutionary algorithm specialized in landscape saddle crossing. Emphasis is put on the modification of the Evolutionary Search with Soft Selection algorithm which is enriched by a mechanism called the Deterioration of the Objective Function. Formal analysis is used in order to find the best approximation of the local peak which has to be eroded by the trapped population. Simulation results confirm the assumed effectiveness of the method.
Year
Venue
Keywords
2000
Intelligent Information Systems
quality peaks,evolutionary search
Field
DocType
ISSN
Saddle,Population,Data mining,Mathematical optimization,Evolutionary algorithm,Global optimization,Computer science,Selection algorithm,Erosion
Conference
1615-3871
ISBN
Citations 
PageRank 
3-7908-1309-5
0
0.34
References 
Authors
1
1
Name
Order
Citations
PageRank
Andrzej Obuchowicz17610.10