在运筹学入门课程和/或线性规划课程中引入内点方法

G. Lesaja
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引用次数: 43

摘要

近年来,内点法的引入和发展对优化理论和实践产生了深远的影响,影响了运筹学及相关领域。这些方法的发展迅速导致了新的和有效的优化代码的设计,特别是线性规划。因此,越来越需要将这一新的优化领域的理论和方法引入到适当的本科和研究生一年级的课程中,如运筹学和/或线性规划入门课程、工业工程课程和数学建模课程。本文的目的是讨论如何简化不同背景的学生或不一定是数学专业的学生对内点法的介绍。
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Introducing Interior-Point Methods for Introductory Operations Research Courses and/or Linear Programming Courses
In recent years the introduction and development of Interior-Point Methods has had a profound impact on optimization theory as well as practice, influencing the field of Operations Research and related areas. Development of these methods has quickly led to the design of new and efficient optimization codes particularly for Linear Programming. Consequently, there has been an increasing need to introduce theory and methods of this new area in optimization into the appropriate undergraduate and first year graduate courses such as introductory Operations Research and/or Linear Programming courses, Industrial Engineering courses and Math Modeling courses. The objective of this paper is to discuss the ways of simplifying the introduction of Interior-Point Methods for students who have various backgrounds or who are not necessarily mathematics majors.
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