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2004•Computer Integrated Manufacturing SystemsRequires access

Optimized scheduling of distribution vehicles based on genetic algorithm

Feng Hui-zong

Open publisher page 1 citations

Abstract

Through analyzing characteristics cost of automobiles transportation, practical logistics distribution based on distribution enterprises was established. All kinds of evaluating indicators were put forward. Then the mathematic model based on the genetic algorithm was set up to implement scheduling optimization. Combining optimization of two-phase algorithm and the idea of local search, the operator of genetic was gained. Finally, the example was given and simulated by the algorithm.

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What this paper is about

Through analyzing characteristics cost of automobiles transportation, practical logistics distribution based on distribution enterprises was established. All kinds of evaluating indicators were put forward. Then the mathematic model based on the genetic algorithm was set up to implement scheduling optimization. Combining optimization of two-phase algorithm and the idea of local search, the operator of genetic was gained. Finally, the example was given and simulated by the algorithm.

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Available abstract

Through analyzing characteristics cost of automobiles transportation, practical logistics distribution based on distribution enterprises was established. All kinds of evaluating indicators were put forward. Then the mathematic model based on the genetic algorithm was set up to implement scheduling optimization. Combining optimization of two-phase algorithm and the idea of local search, the operator of genetic was gained. Finally, the example was given and simulated by the algorithm.

Key concepts: Scheduling (production processes), Genetic algorithm, Mathematical optimization, Computer science, Estimation of distribution algorithm, Operator (biology), Algorithm, Mathematics

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