使用phi对象解决受限平面选址问题的建模框架

A modelling framework for solving restricted planar location problems using phi-objects

Journal of the Operational Research Society · 2016
被引 8
ABS 3

中文导读

提出一个通用建模框架,用phi对象处理任意形状的禁区或障碍,适用于中位数和中心设施选址问题,求解了文献中所有实例及一个复杂的地震群岛多设施实例。

Abstract

This paper presents a general modelling framework for restricted facility location problems with arbitrarily shaped forbidden regions or barriers, where regions are modelled using phi-objects. Phi-objects are an efficient tool in mathematical modelling of 2D and 3D geometric optimization problems, and are widely used in cutting and packing problems and covering problems. The paper shows that the proposed modelling framework can be applied to both median and centre facility location problems, either with barriers or forbidden regions. The resulting models are either mixed-integer linear or non-linear programming formulations, depending on the shape of the restricted region and the considered distance measure. Using the new framework, all instances from the existing literature for this class of problems are solved to optimality. The paper also introduces and optimally solves a realistic multi-facility problem instance derived from an archipelago vulnerable to earthquakes. This problem instance is significantly more complex than any other instance described in the literature.

设施选址数学优化整数规划几何优化