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논문검색

The Optimization Model and Algorithm of Remanufacturing Supply Chain Logistics Network with Option Contracts

초록

영어

By the point of view of remanufacturing enterprise, the studies of supply chain logistics network optimization problem focused on network optimization and logistics distribution between manufacturing enterprise and customer area. The present business environment is full of uncertainties. To compete effectively in such an environment, remanufacturing enterprises need to develop the capability of responding flexibly to changing market conditions and optimize effectively logistics networks. The mechanism of option contracts has effectively coordinated the relationship of remanufacturing enterprise and retailer and hedged against the risks of over- and under-production. There is few papers considers the mechanism of option contracts although there are lots of studies on supply chain logistics networks optimization problem. Therefore, the mechanism of option contracts is led into the study of remanufacturing supply chain logistics networks optimization problem. Considering environmental pollution influence factors in the remanufacturing process, a multi-objective optimization model of supply chain is developed. Dual-layer genetic algorithm mechanism was brought up. The first layer is responsible for supply chain logistics network structure with genetic algorithm. The second layer answers for specific supply chain logistics distribution with adaptive immune genetic algorithm. Finally, numerical examples demonstrate the validity of the model and algorithm for the optimization problem.

목차

Abstract
 1. Introduction
 2. Preliminaries
  2.1. Option Contracts Mechanism
  2.2. Description
  2.3. Notation and Variables
  2.4. Assumptions
 3. Multi-Objective Remanufacturing Supply Chain Optimization Model
  3.1. Mathematical Models
  3.2. Model Solution
  3.3. Improved Dual-Layer Genetic Algorithm Mechanism
 4. Numerical Examples
 5. Conclusions
 Acknowledgments
 References

저자정보

  • Liang Yong School of Computer Science and Technology, Harbin University of Science and Technology, Harbin 150080, China, School of Information Engineering, Eastern Liaoning University, Dandong 118003, China
  • Qiao Peili School of Computer Science and Technology, Harbin University of Science and Technology, Harbin 150080, China
  • Luo Zhiyong School of Computer Science and Technology, Harbin University of Science and Technology, Harbin 150080, China
  • Wang Jian School of Computer Science and Technology, Harbin University of Science and Technology, Harbin 150080, China

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