DocumentCode
2536759
Title
Endocrine Control Evolutionary Algorithm
Author
Rotar, Corina
Author_Institution
1 Decembrie 1918 Univ., Alba Iulia, Romania
fYear
2010
fDate
23-26 Sept. 2010
Firstpage
174
Lastpage
181
Abstract
The paper presents a new technique for the control of the population´s dynamic in evolutionary optimization. The technique is inspired by the endocrine system, respectively, by the control mechanism of the hormones concentration. The approach is suitable for multimodal optimization in static or dynamic environment. The major advantage of the proposal is given by the fact that there is no need of a supplementary mechanism for detecting the changes or an extra parameter for estimate the multiple optima vicinities.
Keywords
evolutionary computation; dynamic environment; endocrine control evolutionary algorithm; hormones concentration; multimodal optimization; multiple optima vicinities estimation; population dynamic control; static environment; Aerospace electronics; Biochemistry; Endocrine system; Evolutionary computation; Glands; Heuristic algorithms; Optimization; dynamic environment; endocrine; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2010 12th International Symposium on
Conference_Location
Timisoara
Print_ISBN
978-1-4244-9816-1
Type
conf
DOI
10.1109/SYNASC.2010.27
Filename
5715284
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