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Spiral optimization -A new multipoint search method

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2 Author(s)
Tamura, K. ; Dept. of Electr. & Electron. Eng., Tokyo Metropolitan Univ., Hachioji, Japan ; Yasuda, K.

Recently we proposed a new multipoint search method in metahuristics for only 2-dimensional continuous optimization problems based on analogy of spiral phenomena in nature which is called 2-dimensional spiral optimization. The focused spiral phenomena which appear frequently in nature are approximated to logarithmic spirals. The 2-dimensional spiral optimization utilizes a feature of logarithmic spirals. In this paper, we propose n-dimensional spiral optimization by extending 2-dimensional one. The n-dimensional spiral model is constructed based on rotation matrices defined in n-dimensional space. Simulation results for various benchmark problems show effectiveness of the proposed method in comparison with other metaheuristics.

Published in:
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on

Date of Conference: 9-12 Oct. 2011

Page(s):
1759 - 1764
ISSN :
1062-922X
Print ISBN:
978-1-4577-0652-3
INSPEC Accession Number:
12387546
Conference Location :
Anchorage, AK
Digital Object Identifier :
10.1109/ICSMC.2011.6083926
Product Type:
Conference Publications

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