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不确定条件下应急资源布局的鲁棒双层优化模型

刘波 李波 李砚

计算机工程与应用Issue(16):13-17,5.
计算机工程与应用Issue(16):13-17,5.DOI:10.3778/j.issn.1002-8331.1303-0067

不确定条件下应急资源布局的鲁棒双层优化模型

Robust bilevel optimization model for emergency resource location and allocation under uncertain condition

刘波 1李波 2李砚1

作者信息

  • 1. 天津大学 管理与经济学部,天津 300072
  • 2. 石河子大学 信息科学与技术学院,新疆 石河子 832000
  • 折叠

摘要

Abstract

In this paper, a robust bilevel programming model is established to determine the two-grade resource location and allocation of the province and cities under the demand uncertainty and multistage rescue process for the unusual emergencies. Based on the relative robust optimization, the original problem is converted to the deterministic linear bilevel programming with no shared variables among followers, and then the hybrid genetic algorithm is proposed to obtain the robust solution. Accordingly, the collaborative optimization of the two-grade resource location and allocation is realized for the province and cities. A case study is shown to demonstrate the feasibility and effectiveness of the proposed model and its algorithm.

关键词

应急资源布局/鲁棒双层规划/混合遗传算法

Key words

emergency resource location and allocation/robust bilevel programming/hybrid genetic algorithm

分类

信息技术与安全科学

引用本文复制引用

刘波,李波,李砚..不确定条件下应急资源布局的鲁棒双层优化模型[J].计算机工程与应用,2013,(16):13-17,5.

基金项目

高等学校博士学科点专项科研基金项目(No.20100032110034);教育部人文社会科学研究规划基金项目(No.12YJAZH052)。 ()

计算机工程与应用

OACSCDCSTPCD

1002-8331

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