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Paper Abstract and Keywords
Presentation 2009-07-14 09:30
ART-based Parallel Ant Colony Optimizer: An application to TSP
Hiroshi Koshimizu, Toshimichi Saito (Hosei Univ.) NLP2009-28 NC2009-21
Abstract (in Japanese) (See Japanese page) 
(in English) We consider a optimization algorithm of ART-based paralleled Ant Colony Optimization (ACO) and its application to Traveling Sales-person Problem (TSP).
The ACO is an evolutional optimization algorithm inspired by pheromone effect of ants.
The ACO can be extended by Adaptive Resonance Theory maps (ART).
In proposed ACO, the feature space is divided into subspaces by ART as basic to parallel processing at first.
Next, We search for (semi-)optimal solution of each space appling to ACO.
Proposed ACO has two kind of ants: local ants that is assigned to search in a subspace and global ants for global search.
In order to confirm the performance of our proposed ACO, The algorithm apply to TSP.
We consider about relation between the results and parameter setting of proposed ACO.
Keyword (in Japanese) (See Japanese page) 
(in English) Ant Colony Optimization / Adaptive Resonance Theory / raveling Sales-person Problem / Optimization Problem / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 125, NC2009-21, pp. 77-81, July 2009.
Paper # NC2009-21 
Date of Issue 2009-07-06 (NLP, NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2009-28 NC2009-21

Conference Information
Committee NC NLP  
Conference Date 2009-07-13 - 2009-07-14 
Place (in Japanese) (See Japanese page) 
Place (in English) NAIST 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2009-07-NC-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) ART-based Parallel Ant Colony Optimizer: An application to TSP 
Sub Title (in English)  
Keyword(1) Ant Colony Optimization  
Keyword(2) Adaptive Resonance Theory  
Keyword(3) raveling Sales-person Problem  
Keyword(4) Optimization Problem  
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1st Author's Name Hiroshi Koshimizu  
1st Author's Affiliation Hosei University (Hosei Univ.)
2nd Author's Name Toshimichi Saito  
2nd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2009-07-14 09:30:00 
Presentation Time 30 minutes 
Registration for NC 
Paper # NLP2009-28, NC2009-21 
Volume (vol) vol.109 
Number (no) no.124(NLP), no.125(NC) 
Page pp.77-81 
#Pages 5 
Date of Issue 2009-07-06 (NLP, NC) 

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