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Optimisation of a class of transportation problems using genetic algorithms

Chan, P.T., Rad, A.B., & Ho, T.K. (2002) Optimisation of a class of transportation problems using genetic algorithms. In Traffic And Transportation Studies 2002 : Proceedings of the Third International Conference on Traffic and Transportation Studies, American Society of Civil Engineers (ASCE), Guilin, China.

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Abstract

This paper presents a Genetic Algorithms (GA) approach to search the optimized path for a class of transportation problems. The formulation of the problems for suitable application of GA will be discussed. Exchanging genetic information in the sense of neighborhoods will be introduced for generation reproduction. The performance of the GA will be evaluated by computer simulation. The proposed algorithm use simple coding with population size 1 converged in reasonable optimality within several minutes.

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ID Code: 38721
Item Type: Conference Paper
Keywords: Optimisation, Genetic algorithms, Transportation
DOI: 10.1061/40630(255)66
Subjects: Australian and New Zealand Standard Research Classification > MATHEMATICAL SCIENCES (010000) > APPLIED MATHEMATICS (010200) > Operations Research (010206)
Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > CIVIL ENGINEERING (090500) > Transport Engineering (090507)
Divisions: Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering
Past > Schools > School of Engineering Systems
Copyright Owner: Copyright 2002 ASCE
Deposited On: 22 Nov 2010 11:01
Last Modified: 11 Aug 2011 02:58

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