带时变数量的旅行采购问题

The Traveling Purchaser Problem with time-dependent quantities

Computers and Operations Research · 2017
被引 18
ABS 3

中文导读

研究了市场中产品数量随时间递减的旅行采购问题,提出混合整数规划模型和分支切割算法,在标准算例上优于CPLEX。

Abstract

The deterministic Traveling Purchaser Problem looks for a tour visiting a subset of markets in order to satisfy a positive discrete demand for some products at minimum traveling and purchasing costs. In this paper, we assume that the quantities available in the markets for all the products are time-varying decreasing at a constant rate. We propose a compact mixed integer formulation for the problem, and strengthen it with the introduction of connectivity constraints. A new branching strategy and a primal heuristic enforcing the bounding operations have been embedded into a branch-and-cut framework. The branching rule exploits a simple valid inequality and the potential presence of necessary markets. The resulting method outperforms CPLEX 12.6 when used to solve the proposed model. The algorithms have been tested on standard TSPLIB instances, modified to include products and quantities that decrease at different rates of consumption.

运筹学整数规划供应链管理数学优化