多约束0-1背包问题的一种启发式求解方法

A heuristic solution procedure for the multiconstraint zero-one knapsack problem

Naval Research Logistics · 1987
被引 167 · 同刊同年前 5%
ABS 3

中文导读

提出一种利用替代对偶性的新启发式方法求解多约束背包问题,计算量随变量数多项式增长,测试中98%的问题解与最优解误差在1%以内,且优于其他启发式方法。

Abstract

In this article a new heuristic procedure is proposed. This procedure makes use of surrogate duality in solving multiconstraint knapsack problems. Computational effort involved in the procedure is bounded by a polynomial in the number of variables. Extensive computational testing indicates that the procedure generates good feasible solutions regardless of the problem structure. In 98% of the problems solved, the solution generated by the heuristic was within 1% of the optimal solution. This procedure was also tested against other heuristics and was found to compare favorably.

运筹学组合优化背包问题启发式算法