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ASME Press Select Proceedings
Intelligent Engineering Systems through Artificial Neural Networks, Volume 16Available to Purchase
ISBN-10:
0791802566
No. of Pages:
1000
Publisher:
ASME Press
Publication date:
2006
eBook Chapter
6 Free Search and Differential Evolution towards Dimensions Number Change Available to Purchase
By
Kalin Penev
Kalin Penev
Southampton Solent University, Faculty of Technology
, Southampton
, UK
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Page Count:
6
-
Published:2006
Citation
Penev, K. "Free Search and Differential Evolution towards Dimensions Number Change." Intelligent Engineering Systems through Artificial Neural Networks, Volume 16. Ed. Dagli, CH, Buczak, AL, Enke, DL, Embrechts, M, & Ersoy, O. ASME Press, 2006.
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This paper presents an exploration of Free Search (FS) and modified Differential Evolution (DE) with enhanced adaptivity. The aim of the study is to identify how these methods can cope with changes of the number of variables of a hard design test, unaided. The results suggest that both methods can adapt successfully to the changes of the number of variables and constraint conditions. The results are presented. Contributions to the engineering design are replacement in high extent of human based search with machine based and movement of the optimisation process from human guided to machine self guided search.
Abstract
Introduction
Free Seearc Essential Properties
Differential Evolution a Brief Overview
Test Problem
Experimental Results
Conclusions
References
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