Finding Multimodal Solutions Using Restricted Tournament Selection

Finding Multimodal Solutions Using Restricted Tournament Selection (1995)

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by Georges Harik

Venue:	Proceedings of the Sixth International Conference on Genetic Algorithms
Citations:	92 - 1 self

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Datum	Value	Source
TITLE	Finding Multimodal Solutions Using Restricted Tournament Selection	user correction - Legacy Corrections
AUTHOR NAME	Georges Harik	SVM HeaderParse 0.1
AUTHOR AFFIL	The Illinois Genetic Algorithms Laboratory (IlliGAL); University of Illinois at Urbana-Champaign	SVM HeaderParse 0.2
AUTHOR ADDR	117 Transportation Building, 104 South Mathews Avenue; Urbana, Illinois 61801-2996 USA	SVM HeaderParse 0.1
ABSTRACT	This paper investigates a new technique for the solving of multimodal problems using genetic algorithms (GAs). The proposed technique, Restricted Tournament Selection, is based on the paradigm of local competition. The paper begins by discussing some of the drawbacks of using current multimodal techniques. The paper then presents the new technique along with an analysis of a class of sets of solutions it preserves and locates. This presentation researches the new technique's restriction on competition from the viewpoint of calculating probability distributions for its tournaments as well as its various niche takeover times. Empirical observations are then presented as evidence of the technique's abilities in a wide variety of settings. Finally, this paper explores the future trajectory of multimodal GA research. Finding Multimodal Solutions Using Restricted Tournament Selection Abstract This paper investigates a new technique for the solving of multimodal problems using genetic algor...	user correction - Legacy Corrections
YEAR	1995	INFERENCE
VENUE	Proceedings of the Sixth International Conference on Genetic Algorithms	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	24--31	INFERENCE
CITATIONS	12 found	ParsCit 1.0