基于人工信息素系统的交通网络自主配置

Herianto, Tomoaki Koiwa, D. Kurabayashi
{"title":"基于人工信息素系统的交通网络自主配置","authors":"Herianto, Tomoaki Koiwa, D. Kurabayashi","doi":"10.1109/CIRA.2007.382840","DOIUrl":null,"url":null,"abstract":"This paper discusses an algorithm to realize the autonomous organization of a transportation network system inspired by social insects. As social insects, a group of ants show advanced performance in their activity by using a chemical substance called pheromone. Although the pheromone shows some interesting characteristics, it is difficult to use it in real applications. By introducing artificial pheromone system composed of data carriers and autonomous robots, the robotic system creates a potential field to navigate their group. We have developed a pheromone density model to realize the function of pheromones with the help of data carriers. We intend to show the effectiveness of the proposed system by performing simulations. The pheromone potential field system can be used in a transportation network system.","PeriodicalId":301626,"journal":{"name":"2007 International Symposium on Computational Intelligence in Robotics and Automation","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Autonomous Configuration of Transportation Network by Artificial Pheromone System\",\"authors\":\"Herianto, Tomoaki Koiwa, D. Kurabayashi\",\"doi\":\"10.1109/CIRA.2007.382840\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses an algorithm to realize the autonomous organization of a transportation network system inspired by social insects. As social insects, a group of ants show advanced performance in their activity by using a chemical substance called pheromone. Although the pheromone shows some interesting characteristics, it is difficult to use it in real applications. By introducing artificial pheromone system composed of data carriers and autonomous robots, the robotic system creates a potential field to navigate their group. We have developed a pheromone density model to realize the function of pheromones with the help of data carriers. We intend to show the effectiveness of the proposed system by performing simulations. The pheromone potential field system can be used in a transportation network system.\",\"PeriodicalId\":301626,\"journal\":{\"name\":\"2007 International Symposium on Computational Intelligence in Robotics and Automation\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2007 International Symposium on Computational Intelligence in Robotics and Automation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIRA.2007.382840\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 International Symposium on Computational Intelligence in Robotics and Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIRA.2007.382840","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

讨论了一种受群居昆虫启发的交通网络系统自治组织的实现算法。作为群居昆虫,一群蚂蚁通过使用一种叫做信息素的化学物质在活动中表现出先进的性能。虽然信息素显示出一些有趣的特性,但它很难在实际应用中使用。通过引入由数据载体和自主机器人组成的人工信息素系统,机器人系统创造一个势场来导航他们的群体。我们建立了信息素密度模型,利用数据载体来实现信息素的功能。我们打算通过模拟来证明所提出系统的有效性。信息素势场系统可用于交通网络系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Autonomous Configuration of Transportation Network by Artificial Pheromone System
This paper discusses an algorithm to realize the autonomous organization of a transportation network system inspired by social insects. As social insects, a group of ants show advanced performance in their activity by using a chemical substance called pheromone. Although the pheromone shows some interesting characteristics, it is difficult to use it in real applications. By introducing artificial pheromone system composed of data carriers and autonomous robots, the robotic system creates a potential field to navigate their group. We have developed a pheromone density model to realize the function of pheromones with the help of data carriers. We intend to show the effectiveness of the proposed system by performing simulations. The pheromone potential field system can be used in a transportation network system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信