带宽打包问题:一种禁忌搜索方法

Bandwidth Packing: A Tabu Search Approach

Management Science · 1993
被引 117
人大 A+FT50UTD24ABS 4*

中文导读

针对电信领域的带宽打包问题,开发了一种禁忌搜索方法,利用k最短路径算法生成可行路径,并通过禁忌搜索优化路径分配,与专用启发式和优化软件包对比,验证了其速度和求解质量的有效性。

Abstract

The bandwidth packing (BWP) problem is a combinatorially difficult problem arising in the area of telecommunications. The problem consists of assigning calls to paths in a capacitated graph, such that capacities are not violated and the total profit is maximized. In this paper we discuss the development of a tabu search (TS) method for the BWP problem. The method makes use of an efficient implementation of the k-shortest path algorithm, that allows the identification of a controlled set of feasible paths for each call. A tabu search is then performed to find the best path assignment for each call. The TS method developed here incorporates a number of features that have proved useful for obtaining optimal and near optimal solutions to difficult combinatorial problems. We establish the effectiveness of our approach by comparing its performance in speed and solution quality to other specialized heuristics and to a standard optimization package applied to a 0-1 integer programming formulation of the problem.

带宽打包问题禁忌搜索k-最短路径算法-1整数规划