Simulated annealing-genetic algorithm for transit network optimization

被引:99
作者
Zhao, F [1 ]
Zeng, XG
机构
[1] Florida Int Univ, Dept Civil & Environm Engn, Miami, FL 33199 USA
[2] EMS Consultants, Pinecrest, FL 33156 USA
关键词
D O I
10.1061/(ASCE)0887-3801(2006)20:1(57)
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a mathematical stochastic methodology for transit route network optimization. The goal is to provide an effective computational tool for the optimization of a large-scale transit route network to minimize transfers with reasonable route directness while maximizing service coverage. The methodology includes representation of transit route network solution search spaces, representation of transit route and network constraints, and a stochastic search scheme based on an integrated simulated annealing and genetic algorithm solution search method. The methodology has been implemented as a computer program, tested using previously published results, and applied to a large-scale realistic network optimization problem.
引用
收藏
页码:57 / 68
页数:12
相关论文
共 27 条
[11]   SET OF METHODS IN TRANSPORTATION NETWORK SYNTHESIS AND ANALYSIS [J].
DUBOIS, D ;
BEL, G ;
LLIBRE, M .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1979, 30 (09) :797-808
[12]  
Fox B. L., 1993, Annals of Operations Research, V41, P47, DOI 10.1007/BF02022562
[13]   COOLING SCHEDULES FOR OPTIMAL ANNEALING [J].
HAJEK, B .
MATHEMATICS OF OPERATIONS RESEARCH, 1988, 13 (02) :311-329
[14]  
Holland J.H., 1992, CONTROL ARTIFICIAL I
[15]   OPTIMIZATION BY SIMULATED ANNEALING [J].
KIRKPATRICK, S ;
GELATT, CD ;
VECCHI, MP .
SCIENCE, 1983, 220 (4598) :671-680
[16]   DESIGN OF ROUTES SERVICE FREQUENCIES AND SCHEDULES FOR A MUNICIPAL BUS UNDERTAKING - A CASE STUDY [J].
LAMPKIN, W ;
SAALMANS, PD .
OPERATIONAL RESEARCH QUARTERLY, 1967, 18 (04) :375-&
[17]  
MANDL CE, 1979, 3 EUR C OP RES AMST
[18]   Optimal time transfer in bus transit route network design using a genetic algorithm [J].
Ngamchai, S ;
Lovell, DJ .
JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 2003, 129 (05) :510-521
[19]  
Osman IH, 1996, ANN OPER RES, V63, P513
[20]   Urban bus transit route network design using genetic algorithm [J].
Pattnaik, SB ;
Mohan, S ;
Tom, VM .
JOURNAL OF TRANSPORTATION ENGINEERING-ASCE, 1998, 124 (04) :368-375