A Model for Priority Processing of Orders Based on Genetic Algorithm and Membership Function

Fan Zhang; Yuan Biao Zhang; Jian Zhang Yu; Jian Bo Wang

doi:10.4028/www.scientific.net/KEM.439-440.202

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HomeKey Engineering MaterialsKey Engineering Materials Vols. 439-440A Model for Priority Processing of Orders Based on...

A Model for Priority Processing of Orders Based on Genetic Algorithm and Membership Function

Abstract:

Order arrangement is always the headache thing for manufacturers even in this high-tech modern society. Hence, this paper manages to construct a nonlinear 0-1 programming mathematical model in search of optimal solution of minimizing the cost of default. And we make an attempt to apply Genetic Algorithm in accordance with this NP-hard problem. In designing the algorithm, we propose an encoding method based both on orders and working procedure, adopt Roulette Wheel method to select the next generation, and embed crossover and mutation to avoid the common defect of premature convergence. Noticing that firms would have various psychological preferences towards different orders, we introduce Membership Function to characterize the priority of orders by comprehensively concern processing complexity, urgency and revenue of orders.

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Periodical:

Key Engineering Materials (Volumes 439-440)

Pages:

202-207

DOI:

https://doi.org/10.4028/www.scientific.net/KEM.439-440.202

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Online since:

June 2010

Authors:

Fan Zhang, Yuan Biao Zhang, Jian Zhang Yu, Jian Bo Wang

Keywords:

Genetic Algorithm (GA), Membership Function, Nonlinear Programming, Priority Processing

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