東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Building decision support systems = ...

Wallace, Mark.

Linked to FindBook

Google Book

Amazon

博客來

Building decision support systems = using MiniZinc /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Building decision support systems/ by Mark Wallace.
Reminder of title:	using MiniZinc /
Author:	Wallace, Mark.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xvi, 224 p. :ill., digital ;24 cm.
[NT 15003449]:	Motivation for IDS -- Modelling and Choices -- Examples of Industrial Decisions -- Problem Modelling in MiniZinc -- Algorithms and Complexity -- Constraint Classes -- Constraint Classes and Solvers -- Constraint Classes in MiniZinc -- Integrating Solvers with Search -- Search Control in MiniZinc -- Uncertainty -- IDSS for optimisation - the future.
Contained By:	Springer eBooks
Subject:	Decision support systems. -
Online resource:	https://doi.org/10.1007/978-3-030-41732-1
ISBN:	9783030417321

Building decision support systems = using MiniZinc /
Wallace, Mark.

Building decision support systemsusing MiniZinc /[electronic resource] :by Mark Wallace. - Cham :Springer International Publishing :2020. - xvi, 224 p. :ill., digital ;24 cm.

Motivation for IDS -- Modelling and Choices -- Examples of Industrial Decisions -- Problem Modelling in MiniZinc -- Algorithms and Complexity -- Constraint Classes -- Constraint Classes and Solvers -- Constraint Classes in MiniZinc -- Integrating Solvers with Search -- Search Control in MiniZinc -- Uncertainty -- IDSS for optimisation - the future.

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 personnel to software implementers. As such it especially appeals to graduate students and advanced professionals who need to learn how to build an IDSS and to tackle the problems on the way.

ISBN: 9783030417321

Standard No.: 10.1007/978-3-030-41732-1doiSubjects--Topical Terms:

545674
Decision support systems.

LC Class. No.: T58.62 / .W35 2020

Dewey Class. No.: 658.403

Building decision support systems = using MiniZinc /
LDR:02710nmm a2200337 a 4500 001 2217584
003 DE-He213
005 20200423124627.0
006 m d
007 cr nn 008maaau
008 201120s2020 sz s 0 eng d
020 $a 9783030417321 $q (electronic bk.)
020 $a 9783030417314 $q (paper)
024 7 $a 10.1007/978-3-030-41732-1 $2 doi
035 $a 978-3-030-41732-1
040 $a GP $c GP
041 0 $a eng
050 4 $a T58.62 $b .W35 2020
072 7 $a JPP $2 bicssc
072 7 $a COM018000 $2 bisacsh
072 7 $a JPP $2 thema
072 7 $a UB $2 thema
082 0 4 $a 658.403 $2 23
090 $a T58.62 $b .W192 2020
100 1 $a Wallace, Mark. $3 3450899
245 1 0 $a Building decision support systems $h [electronic resource] : $b using MiniZinc / $c by Mark Wallace.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xvi, 224 p. : $b ill., digital ; $c 24 cm.
505 0 $a Motivation for IDS -- Modelling and Choices -- Examples of Industrial Decisions -- Problem Modelling in MiniZinc -- Algorithms and Complexity -- Constraint Classes -- Constraint Classes and Solvers -- Constraint Classes in MiniZinc -- Integrating Solvers with Search -- Search Control in MiniZinc -- Uncertainty -- IDSS for optimisation - the future.
520 $a 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 personnel to software implementers. As such it especially appeals to graduate students and advanced professionals who need to learn how to build an IDSS and to tackle the problems on the way.
650 0 $a Decision support systems. $3 545674
650 1 4 $a Computer Appl. in Administrative Data Processing. $3 892567
650 2 4 $a Operations Research/Decision Theory. $3 890895
650 2 4 $a Discrete Mathematics in Computer Science. $3 892513
650 2 4 $a Programming Techniques. $3 892496
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-3-030-41732-1
950 $a Computer Science (Springer-11645)