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Paper Abstract and Keywords
Presentation 2013-06-28 14:25
Verification of superiority of sexual reproduction for migration strategy acquisition in a co-evolutionary pursuit game
Takashi Sato (Okinawa NCT), Kosei Higa (Bit-surf Inc.) NC2013-12
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this study is to verify the superiority of sexual reproduction by clarifying how the differences of asexual and sexual reproductions have an influence on the migration strategy obtained by evolution. For this purpose, we adopt a co-evolutionary pursuit game in which both predator and prey evolve. Agents played the game determine their actions by evolutionary recurrent networks. In the simulations, we found that the agents evolved by the asexual reproduction can acquire aggressive migration strategies at the early generation. At the end of generation, the simulation, however, showed that the agents evolved by the sexual reproduction can obtain far more effective strategies than the asexual one.
Keyword (in Japanese) (See Japanese page) 
(in English) Co-evolutionary Pursuit Game / Asexual and Sexual Reproductions / Simple Recurrent Network / Multi-Agent System / Migration Strategy Acquisition / Predator and Prey / Co-evolutionary Simulation /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 111, NC2013-12, pp. 133-138, June 2013.
Paper # NC2013-12 
Date of Issue 2013-06-20 (NC) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
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 NC2013-12

Conference Information
Committee NC IPSJ-BIO  
Conference Date 2013-06-27 - 2013-06-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Institute of Science and Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Machine Learning Approach to Biodata Mining, and General 
Paper Information
Registration To NC 
Conference Code 2013-06-NC-BIO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Verification of superiority of sexual reproduction for migration strategy acquisition in a co-evolutionary pursuit game 
Sub Title (in English)  
Keyword(1) Co-evolutionary Pursuit Game  
Keyword(2) Asexual and Sexual Reproductions  
Keyword(3) Simple Recurrent Network  
Keyword(4) Multi-Agent System  
Keyword(5) Migration Strategy Acquisition  
Keyword(6) Predator and Prey  
Keyword(7) Co-evolutionary Simulation  
Keyword(8)  
1st Author's Name Takashi Sato  
1st Author's Affiliation Okinawa National College of Technology (Okinawa NCT)
2nd Author's Name Kosei Higa  
2nd Author's Affiliation Bit-surf Inc. (Bit-surf Inc.)
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Speaker Author-1 
Date Time 2013-06-28 14:25:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2013-12 
Volume (vol) vol.113 
Number (no) no.111 
Page pp.133-138 
#Pages 6 
Date of Issue 2013-06-20 (NC) 

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