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Titlebook: Building Decision Support Systems; using MiniZinc Mark Wallace Textbook 2020 Springer Nature Switzerland AG 2020 Decision Support Systems.O

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发表于 2025-3-21 16:54:14 | 显示全部楼层 |阅读模式
期刊全称Building Decision Support Systems
期刊简称using MiniZinc
影响因子2023Mark Wallace
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发行地址Introduces the principles of intelligent decision support systems.Explains the techniques for building intelligent decision support systems as well as the risks involved and how to tackle them.Provide
图书封面Titlebook: Building Decision Support Systems; using MiniZinc Mark Wallace Textbook 2020 Springer Nature Switzerland AG 2020 Decision Support Systems.O
影响因子.This book introduces readers to the principles of intelligent decision support systems (IDSS) and how to build them with MiniZinc, a free, open-source constraint programming language. Managing an IDSS project requires an understanding of the system’s design and behaviour.  The book enables readers to appreciate what “combinatorial” optimisation problems are, and how modelling a problem provides the basis for solving it. It also presents the main algorithms for tackling decision support problems, discusses their strengths and weaknesses, and explores ways of achieving the necessary scalability when problems become big.  Moreover, to support the learning process it allows readers to try out the ideas described in the text on model applications and puzzles..The book highlights the potential benefits of deploying an IDSS.  It enables users to recognise the key risks involved and identify which techniques can be applied to minimise them, and to understand the decision support technology sufficiently in order to manage or monitor an IDSS project. It also helps readers distinguish between good sense and mere jargon when dealing with anyone involved in an IDSS project, from sales personne
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发表于 2025-3-22 00:09:02 | 显示全部楼层
hnology sufficiently in order to manage or monitor an IDSS project. It also helps readers distinguish between good sense and mere jargon when dealing with anyone involved in an IDSS project, from sales personne978-3-030-41731-4978-3-030-41732-1
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Textbook 2020e constraint programming language. Managing an IDSS project requires an understanding of the system’s design and behaviour.  The book enables readers to appreciate what “combinatorial” optimisation problems are, and how modelling a problem provides the basis for solving it. It also presents the main
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Integrating Solvers with Search,ch heuristics. The following sections describe optimisation; the importance of learning and restarting search in hard and easy problems; and incomplete search methods such as hill climbing and large neighbourhood search.
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Motivation for IDS,on Support (IDS), “Intelligent” describes facilities that, to users at a particular time, appear so. IDS is used for a breadth of applications—strategic, tactical and operational—and needs human intelligence for its deployment.
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Examples of Industrial Decisions,tical applications include production planning and supply chain optimisation; operational applications include rostering and rail rescheduling after a disruption. It is emphasised that IDS is just decision support, typically in partnership with a human decision-maker.
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