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引用次数: 6

摘要

本教程将重点介绍max-plus代数的基础知识以及相关主题。max -plus代数是一种离散代数系统,其中max和plus运算在传统代数中被定义为加法和乘法。利用该系统,一类离散事件系统的行为可以用简单的线性方程来表示,从而可以实现系统的建模、分析和控制。我们将从一个简单的项目调度问题开始,以了解max-plus代数的基本用法。然后将重点放在它的详细定义上,并观察图论、网络理论等方面的相关属性。在后一部分中,我们将从控制理论的观点出发,讨论建模和表述方法。将介绍几个作为进度求解器的应用实例,然后介绍主讲人最近取得的一些进展。
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Introduction to max-plus algebra
This tutorial will focus on the basics of max-plus algebra along with relevant topics. Max-plus algebra is a discrete algebraic system in which the max and plus operations are defined as addition and multiplication in conventional algebra. Using this system, the behavior of a class of discrete event systems can be represented by simple linear equations, by which modeling, analysis, and control of the systems can be realized. We will start with a simple project scheduling problem to understand the basic usage of max-plus algebra. The focus will then be oriented to its detailed definition and observe relevant properties in terms of graph theory, net theory, and so on. In the latter part, we will move on to modeling and formulation methods in control theory viewpoint. Several application examples as schedule solvers will be introduced, followed by several recent advances achieved by the presenter.
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