Paper Abstract and Keywords |
Presentation |
2007-07-25 10:00
Properties of Genetic Algorithms as a Network Hiroyuki Funaya, Kazushi Ikeda (Kyoto Univ.) NC2007-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
These recent years, network analysis has revealed that some real networks have the properties of small-world and/or scale-free networks. In this work, we study the Characteristic Path Length (CPL), which is a measure of efficiency of networks, for a simple model of Genetic Algorithms (GAs), assumed as a network where each node and each edge represent a population and the possibility of the transition between two nodes, respectively. We derive CPLs over different settings of the link weight and transition rules of populations, and make a comparison on how mutations and crossovers affect the CPL on the following four cases: 1) unit weighted links, with only mutations, 2) unit weighted links, with both mutations and crossovers and 3) probability weighted links, with only mutations 4) probability weighted links, with both mutations and crossovers. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Genetic Algorithms / Small World / Characterisitic Path Length / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 157, NC2007-30, pp. 17-22, July 2007. |
Paper # |
NC2007-30 |
Date of Issue |
2007-07-17 (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 |
NC2007-30 |
Conference Information |
Committee |
NC |
Conference Date |
2007-07-24 - 2007-07-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyoto Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Statistical Analysis of Spike Signal, etc. |
Paper Information |
Registration To |
NC |
Conference Code |
2007-07-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Properties of Genetic Algorithms as a Network |
Sub Title (in English) |
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Genetic Algorithms |
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Small World |
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Characterisitic Path Length |
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1st Author's Name |
Hiroyuki Funaya |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
2nd Author's Name |
Kazushi Ikeda |
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Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2007-07-25 10:00:00 |
Presentation Time |
30 minutes |
Registration for |
NC |
Paper # |
NC2007-30 |
Volume (vol) |
vol.107 |
Number (no) |
no.157 |
Page |
pp.17-22 |
#Pages |
6 |
Date of Issue |
2007-07-17 (NC) |
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