You are not logged in.

A physarum-inspired vacant-particle model with shrinkage for transport network design

Liu, Yuxin, Gao, Chao, Liang, Mingxin, Tao, Li and Zhang, Zili 2015, A physarum-inspired vacant-particle model with shrinkage for transport network design. In Tan, Ying, Shi, Yuhui, Buarque, Fernando, Gelbukh, Alexander, Das, Swagatam and Engelbrecht, Andries (ed), Advances in swarm and computational intelligence, Springer, Berlin, Germany, pp.74-81, doi: 10.1007/978-3-319-20466-6_8.

Attached Files
Name Description MIMEType Size Downloads

Title A physarum-inspired vacant-particle model with shrinkage for transport network design
Author(s) Liu, Yuxin
Gao, Chao
Liang, Mingxin
Tao, Li
Zhang, Zili
Title of book Advances in swarm and computational intelligence
Editor(s) Tan, Ying
Shi, Yuhui
Buarque, Fernando
Gelbukh, Alexander
Das, Swagatam
Engelbrecht, Andries
Publication date 2015
Series Lecture notes in computer science 9141
Chapter number 8
Total chapters 62
Start page 74
End page 81
Total pages 8
Publisher Springer
Place of Publication Berlin, Germany
Keyword(s) Physarum polycephalum
Physarum-inspired model
Transport network design
Network analysis
Summary Physarum can form a higher efficient and stronger robust network in the processing of foraging. The vacant-particle model with shrinkage (VP-S model), which captures the relationship between the movement of Physarum and the process of network formation, can construct a network with a good balance between exploration and exploitation. In this paper, the VP-S model is applied to design a transport network. We compare the performance of the network designed based on the VP-S model with the real-world transport network in terms of average path length, network efficiency and topology robustness. Experimental results show that the network designed based on the VP-S model has better performance than the real-world transport network in all measurements. Our study indicates that the Physarum-inspired model can provide useful suggestions to the real-world transport network design.
Notes This publication is part of the 6th international conference, ICSI 2015 held in conjunction with the second BRICS congress, CCI 2015, Beijing, China, June 25/28, 2015, Proceedings, Part II
ISBN 9783319204710
9783319204727
ISSN 0302-9743
1611-3349
Language eng
DOI 10.1007/978-3-319-20466-6_8
Field of Research 08 Information And Computing Sciences
080503 Networking and Communications
Socio Economic Objective 890205 Information Processing Services (incl. Data Entry and Capture)
HERDC Research category B1 Book chapter
ERA Research output type B Book chapter
Copyright notice ©2015, Springer
Persistent URL http://hdl.handle.net/10536/DRO/DU:30082180

Document type: Book Chapter
Collection: School of Information Technology
Connect to link resolver
 
Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved.

Versions
Version Filter Type
Citation counts: TR Web of Science Citation Count  Cited 0 times in TR Web of Science
Scopus Citation Count Cited 0 times in Scopus
Google Scholar Search Google Scholar
Access Statistics: 70 Abstract Views, 4 File Downloads  -  Detailed Statistics
Created: Mon, 14 Mar 2016, 14:08:45 EST

Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.