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A Membrane-Inspired Algorithm with Exchange-Tree Mechanism for Traffic Network Transportation Optimization Problem

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成果类型:
期刊论文、会议论文
作者:
Duan, Yingying;Zhou, Kang*;Zhang, Gexiang;Paul, Prithwineel;Rong, Haina;...
通讯作者:
Zhou, Kang
作者机构:
[Zhou, Kang; Duan, Yingying] Wuhan Polytech Univ, Sch Math & Comp, Wuhan 430023, Peoples R China.
[Rong, Haina; Zhang, Gexiang; Paul, Prithwineel] Southwest Jiaotong Univ, Sch Elect & Engn, Chengdu 610031, Peoples R China.
[He, Juanjuan] Wuhan Univ Sci & Technol, Coll Comp Sci & Technol, Wuhan, Hubei, Peoples R China.
[He, Juanjuan] Hubei Prov Key Lab Intelligent Informat Proc & Re, Wuhan, Hubei, Peoples R China.
通讯机构:
[Zhou, Kang] W
Wuhan Polytech Univ, Sch Math & Comp, Wuhan 430023, Peoples R China.
语种:
英文
关键词:
Traffic network transportation optimization problem;tissue-like P system;particle swarm algorithm;exchange-tree operator
期刊:
INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING
ISSN:
1548-7199
年:
2020
卷:
15
期:
1-2
页码:
5-36
会议名称:
7th Asian Conference on Membrane Computing (ACMC)
会议时间:
DEC 10-14, 2018
会议地点:
Univ Auckland, Auckland, NEW ZEALAND
会议主办单位:
Univ Auckland
会议赞助商:
Int Membrane Comp Soc, Univ Auckland, Dept Comp Sci, Ctr Discrete Math & Theoret Comp Sci
出版地:
628 NORTH 2ND ST, PHILADELPHIA, PA 19123 USA
出版者:
OLD CITY PUBLISHING INC
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61672437, 61702428, 61702383, 61972324]; New Generation Artificial Intelligence Science and Technology Major Project of Sichuan Province [2018GZDZX0043]; Sichuan Science and Technology Program [2018GZ0185, 2018GZ0086, 2018GZ0095]; Beijing Advanced Innovation Center for Intelligent Robots [2019IRS14]; Artificial Intelligence Key Laboratory of Sichuan Province [2019RYJ06]; Subproject of the National Key Research and Development Program of China [2017YFD0401102-02]; Key Project of Philosophy and Social Science Research Project of Hubei Provincial Department of Education in 2019 [19D59]; Science and Technology Research Project of Hubei Department of Education [D20191604]
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
Traffic network transportation optimization problem (TNTOP) has important applications in logistics distribution fields. In various disciplines, methods about the solutions-termed TNTOP can have shown promising performance from different types of detection, at different conditions. Due to the limitatioins of the calculation speed of traditonal algorithms, it is rare that a simple unmodified method provides complete techniques of tackling large-scale TNTOP. We use the term P systems to solve the above limitatioins. Specifically, it is a tissue-like P system with four cells based on particle swa...

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