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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:
Benchmarking;Forestry;Optimization;Balance exploration;Calculation speed;Computation time;Logistics distribution;P systems;Particle swarm algorithm;Prim algorithm;Traffic networks;Trees (mathematics)
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:
This work is supported by the National Natural Science Foundation of China (61672437, 61702428, 61702383, 61972324), the New Generation Artificial Intelligence Science and Technology Major Project of Sichuan Province (2018GZDZX0043) and the Sichuan Science and Technology Program (2018GZ0185, 2018GZ0086, 2018GZ0095), Funded by Beijing Advanced Innovation Center for Intelligent Robots and Systems (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-l...

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