Competing Heuristics-Experimental Study

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F02%3A00000015" target="_blank" >RIV/61988987:17310/02:00000015 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
Competing Heuristics-Experimental Study
Original language description
The aim of this paper is to study the properties of evolutionary algorithms with competing heuristics in dependence on several factors like the number of heuristics in competition, the values of their tuning parameters, the rules of competition and s o on. Thirty six heuristics were implemented and their role in the evolutionary process was investigated. The optimization experiments were done with several well-known test functions (DeJong 1 and 2, Ackley, Griewangk). The main variables measur ed in experiments were the number of the objective function evaluations needed for reaching the stopping condition and the reliability of finding a point very near to the global minimum. The evolutionary algorithms with competing heuristics were mo re efficient than other evolutionary algorithms in some tasks.
Czech name
—
Czech description
—

Project
<a href="/en/project/GA402%2F00%2F1165" target="_blank" >GA402/00/1165: Modelling of the Regional Labour Market Development</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2002
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
MENDEL 2002, 8th International Conference on Soft Computing
ISBN
80-214-2135-5
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
74-79
Publisher name
VUT Brno
Place of publication
Brno
Event location
Brno
Event date
Jun 5, 2002
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

Similar results(10)