Decision-Making Management

A Tutorial and Applications

Alberto Pliego Marugan, Fausto Pedro Garcia Marquez (Autoren)

Buch | Softcover

148 Seiten

2017
Academic Press Inc (Verlag)
978-0-12-811540-4 (ISBN)

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Decision-Making Management: A Tutorial and Applications provides practical guidance for researchers seeking to optimizing business-critical decisions employing Logical Decision Trees thus saving time and money. The book focuses on decision-making and resource allocation across and between the manufacturing, product design and logistical functions. It demonstrates key results for each sector with diverse real-world case studies drawn primarily from EU projects. Theory is accompanied by relevant analysis techniques, with a progressional approach building from simple theory to complex and dynamic decisions with multiple data points, including big data and lot of data. Binary Decision Diagrams are presented as the operating approach for evaluating large Logical Decision Trees, helping readers identify Boolean equations for quantitative analysis of multifaceted problem sets. Computational techniques, dynamic analysis, probabilistic methods, and mathematical optimization techniques are expertly blended to support analysis of multi-criteria decision-making problems with defined constraints and requirements. The final objective is to optimize dynamic decisions with original approaches employing useful tools, including Big Data analysis. Extensive annexes provide useful supplementary information for readers to follow methods contained in the book.

Dr. Alberto Pliego Marugán holds a doctorate (cum laude) in Industrial Engineering at the University of Castilla-la Mancha (UCLM, Spain), with international mention. He is the main author of several works related to machine learning, optimization algorithms, maintenance management, and decision-making in industry. He worked at Everis and he is currently a PostDoc member of the Ingenium Research Group at UCLM. Fausto Pedro García Márquez works as a Professor and as Director of the Ingenium Research Group at the Universidad De Castilla-La Mancha, Spain. He is an Honorary Senior Research Fellow at Birmingham University, UK, and a Lecturer at the Postgraduate European Institute. He has published more than 150 papers and 31 books (Elsevier, Springer, Pearson, McGraw-Hill, Intech, IGI, Marcombo, AlfaOmega). He has been Principal Investigator in 4 European projects, 6 national projects, and more than 150 projects for universities, companies, and other institutions. His main interests are: Artificial Intelligence, Maintenance, Management, Renewable Energy, Transport, Advanced Analytics, and Data Science.

1. Introduction2. Logical Decision Tree Analysis3. Binary Decision Diagrams4. Case Studies5. LDT: Dynamic Analysis6. Decision-Making Optimization

Erscheinungsdatum	09.08.2017
Verlagsort	San Diego
Sprache	englisch
Maße	152 x 229 mm
Gewicht	320 g
Themenwelt	Wirtschaft ► Betriebswirtschaft / Management ► Allgemeines / Lexika
	Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management
	Wirtschaft ► Volkswirtschaftslehre ► Mikroökonomie
	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
ISBN-10	0-12-811540-8 / 0128115408
ISBN-13	978-0-12-811540-4 / 9780128115404
Zustand	Neuware