通过基于逻辑的工具进行调度

Jordi Coll Caballero
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引用次数: 0

摘要

日程安排问题可以简单地定义为根据某些项目需求确定项目活动必须在何时以及如何运行的问题。这类问题现在是普遍存在的,因为它们经常出现在工业和服务业中。在大多数情况下,调度问题的解决方案的计算是困难的,特别是当一些目标,如项目的持续时间,必须优化。近年来在解决布尔可满足性(SAT)和SAT模理论(SMT)问题方面取得的进展引起了人们对将难组合问题表述为SAT或SMT公式的兴趣,然后用有效的算法求解。这种基于逻辑的技术的主要优点之一是它们可以证明解决方案的最优性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scheduling through logic-based tools
A scheduling problem can be defined in a nutshell as the problem of determining when and how the activities of a project have to be run, according to some project requirements. Such problems are ubiquitous nowadays since they frequently appear in industry and services. In most cases the computation of solutions of scheduling problems is hard, especially when some objective, such as the duration of the project, has to be optimised. The recent performance advances on solving the problems of Boolean Satisfiability (SAT) and SAT Modulo Theories (SMT) have risen the interest in formulating hard combinatorial problems as SAT or SMT formulas, which are then solved with efficient algorithms. One of the principal advantages of such logic-based techniques is that they can certify optimality of solutions.
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