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Neural Processing Letters

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01-08-2014

Glowworm Swarm Optimization for Dispatching System of Public Transit Vehicles

Authors: Yongquan Zhou, Qifang Luo, Jiakun Liu

Published in: Neural Processing Letters | Issue 1/2014

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Abstract

The intelligent schedule of vehicles operation is one of the problems which need to be solved in the dispatching system of public transit vehicles, it relates to the development of the city and civic daily life. In this paper, a transit vehicle scheduling optimization algorithm which balancing between the benefits of bus companies and passengers is proposed. The glowworm swarm optimization (GSO) with random disturbance factor, namely R-GSO is applied to the schedule of vehicles. Finally, we provide some comparisons of R-GSO with artificial fish-swarm algorithm, particle swarm optimization and GSO, the simulation results show R-GSO algorithm has higher efficiency and is an effective way to optimize the public transit vehicle dispatching.

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Zhang F (2000) Intelligent dispatch for public traffic vehicles and its related technologies. Beihang University Press, Beijing

Bo L, Yao W, Wang Y (2002) The optimum mathematical model on the bus dispatch. J Eng Math 19:67–74

Ren C, Xun Y, Yin C (2008) Research of bus dispatching based on genetic taboo search algorithm. J Shandong Univ Sci 27(4):53–56

Yan F, Guang X (2008) Model and algorithm analysis based on the two-tiered programming on bus scheduling. J Landzhou Jiaotong Univ 27(6):75–79

Armin F (2009) Solving a school bus scheduling problem with integer programming. Eur J Oper Res 193(3):867–884CrossRefMATH

Krishnanand KND, Ghose D (2009) Glowworm swarm optimization: a new method for optimizing multi-modal functions. Comput Intell Stud 1(1):93–119CrossRef

Krishnanand KN (2007) Glowworm swarm optimization: a multimodal function optimization paradigm with applications to multiple signal source localization tasks. Ph.D thesis, Department of Aerospace Engineering, Indian Institute of Science

Krishnanand KN, Goose D (2008) Theoretical foundations for rendezvous of glowworm-inspired agent swarms at multiple locations. Robotics Auton Syst 56(7):549–569CrossRef

Krishnanand KN, Ghose D (2009) A glowworm swarm optimization based multi-robot system for signal source localization. Design and control of intelligent robotic systems, studies in computational intelligence, vol 177, pp 49–68

10.

Krishnan KN, Goose D (2007) chasing multiple mobile signal sources: a glowworm swarm optimization approach. In: 3rd International conference on artificial intelligence, India, pp 54–58

11.

Fu A, Lei S (2008) Intelligent dispatching of public transit vehicles using particle swarm optimization algorithm. Comput Eng Appl 44(15):239–241

12.

Xiaolei L, Jixian Q (2001) Artificial fish-swarm algorithm: bottom-up optimization model. Translation annual meeting of Chinese process systems engineering society, pp 76–82

13.

Xiaolei L, Zhijiang S, Jixian Q (2002) An optimizing method based on autonomous animats: fish-swarm algorithm. Syst Eng Theory Pract 22(11):32–38

Title: Glowworm Swarm Optimization for Dispatching System of Public Transit Vehicles
Authors: Yongquan Zhou
Qifang Luo
Jiakun Liu
Publication date: 01-08-2014
Publisher: Springer US
Published in: Neural Processing Letters / Issue 1/2014
Print ISSN: 1370-4621
Electronic ISSN: 1573-773X
DOI: https://doi.org/10.1007/s11063-013-9308-7

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