两级线性规划

Two-Level Linear Programming

Management Science · 1984
被引 544 · 同刊同年前 6%
人大 A+FT50UTD24ABS 4*

中文导读

研究两级线性规划问题,给出几何特征和算法,并用例子说明这类问题可求解,旨在引起更广泛的研究兴趣。

Abstract

Decentralized planning has long been recognized as an important decision making problem. Many approaches based on the concepts of large-scale system decomposition have generally lacked the ability to model the type of truly independent subsystems which often exist in practice. Multilevel programming models partition control over decision variables among ordered levels within a hierarchical planning structure. A planner at one level of the hierarchy may have his objective function and set of feasible decisions determined, in part, by other levels. However, his control instruments may allow him to influence the policies at other levels and thereby improve his own objective function. This paper examines the special case of the two-level linear programming problem. Geometric characterizations and algorithms are presented with some examples. The goal is to demonstrate the tractability of such problems and motivate a wider interest in their study.

两级线性规划分散决策多层规划层次结构