双目标混合整数规划的准则空间搜索算法:三角分割法

A Criterion Space Search Algorithm for Biobjective Mixed Integer Programming: The Triangle Splitting Method

INFORMS journal on computing · 2015
被引 66
UTD 24ABS 3

中文导读

提出首个在准则空间中搜索双目标混合整数规划所有非支配点的三角分割法,算法易实现、收敛快,适合快速逼近非支配前沿。

Abstract

We present the first criterion space search algorithm, the triangle splitting method, for finding all nondominated points of a biobjective mixed integer program. The algorithm is relatively easy to implement and converges quickly to the complete set of nondominated points. The algorithm maintains, at any point in time, a diverse set of nondominated points, and is thus ideally suited for fast approximation of the nondominated frontier. An extensive computational study demonstrates the efficacy of the triangle splitting method. Data, as supplemental material, are available at http://dx.doi.org/10.1287/ijoc.2015.0646 .

运筹学多目标优化整数规划算法设计