整数规划
分支机构和价格
线性规划
整数(计算机科学)
线性分式规划
分支和切割
计算机科学
数学
凸多面体中的整数点
数学优化
单纯形算法
线性规划松弛
十字交叉算法
组合数学
作者
Giuseppe Lancia,Paolo Serafini
出处
期刊:EURO advanced tutorials on operational research
日期:2017-09-02
卷期号:: 43-66
被引量:3
标识
DOI:10.1007/978-3-319-63976-5_4
摘要
This chapter provides an introduction to Integer Linear Programming (ILP). After reviewing the effective modeling of a problem via ILP, the chapter describes the two main solving procedures for integer programs, i.e., branch-and-bound and cutting planes. The theory of totally unimodular matrices is introduced to account for problems whose models have naturally integer solutions. State-of-the-art solvers for mixed-integer linear programs are described at the conclusion.
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