NDLI: New Genetic Algorithm for the Fixed Charge Transportation Problem

Content Provider	IEEE Xplore Digital Library
Author	Sheng Su Dechen Zhan
Copyright Year	2006
Description	Author affiliation: Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol. (Sheng Su; Dechen Zhan)
Abstract	A new genetic algorithm for the fixed charge transportation (FCT) problem was developed making use of the special network structure of the FCT problem. The sorted set of edge (S-ES) is used to encode spanning tree in the genetic algorithm. New initialization and single point crossover and mutation operators were proposed for effective and efficient evolutionary search. Evolutionarily stable strategy was used to avoid the problem of local optimum. Our genetic algorithms and Raidl's genetic algorithm were evaluated computationally on randomly generated problems. The results of computations demonstrate that our algorithm can obtain better solution quality at a cost of less CPU times than Raidl's genetic algorithm. The differences of solution quality and CPU times between our approach and Raidl's genetic algorithm become larger and larger with the increase of the problem size. For the 50times50 problem, our approach can save about 20% CPU times than Raidl's genetic algorithm
Starting Page	7039
Ending Page	7043
File Size	216861
Page Count	5
File Format	PDF
ISBN	1424403324
DOI	10.1109/WCICA.2006.1714450
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-06-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Genetic algorithms Transportation Computer science Electronic mail Genetic mutations Costs Computer integrated manufacturing Lagrangian functions Intelligent control Automation genetic algorithm the fixed charge transportation problem spanning tree
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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