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This book discusses utilizing Big Data and Machine Learning approaches in investigating five aspects of firm level innovation in manufacturing (1) factors that determine the decision to innovate (2) the extent of innovation (3) characteristics of an innovating firm (4) types of innovation undertaken and (5) the factors that drive and enable different types of innovation. ISBN : 97003-Langues : Anglais (eng) Tags :Įconomic history Industrial engineering Production engineering Business Management science Engineering design Economy-wide Country Studies Industrial and Production Engineering Business and Management general Engineering Design in color : online resource. - (SpringerBriefs in Applied Sciences and Technology, ISSN 2191-530X). Berlin Heidelberg (DEU) New York Bâle (CHE) : Springer, 2020 . - VII, 72 p. Aggregation Mechanismsīig Data Approach to Firm Level Innovation in Manufacturingīig Data Approach to Firm Level Innovation in Manufacturing : Industrial Economics / Parvin Hosseini, Seyed Mehrshad, SpringerLink (Online service) Azizi, Aydin. Consensus Measurement and Enhancement - Chapter 5. Deriving the Priorities of Criteria - Chapter 4. Fuzzy Group Decision-making Methods - Chapter 3. Introduction to Fuzzy Group Decision Making - Chapter 2. Advances in Fuzzy Group Decision Making will be of interest to researchers in decision making, artificial intelligence, soft computing, operations management, and information management, as well as practicing managers and engineersĬhapter 1. It explores the two categories of fuzzy-group decision making - anterior-aggregation and posterior-aggregation – and highlights how imperative collaboration amongst decision makers is for both forms. This book is focused on fuzzy group decision making, offering technical details including methodology, collaboration and aggregation mechanisms, system architectures, and applications. ISBN : 978-8-4Langues : Anglais (eng) Tags :ĭata mining Computational intelligence Artificial intelligence Engineering economics Engineering economy Data Mining and Knowledge Discovery Computational Intelligence Artificial Intelligence Engineering Economics Organization Logistics Marketing Operations Management: Past, Current and Future - Two-stage Interval Best-Worst Method for Weighting: Prioritization of Influential Factors of Airport Competitiveness - 2-tupe DEMATEL for Complex Interrelationships Analysis: Barriers Identification, Cause-Effect Analysis and Policy Implications for Sustainable Tourism Industry - Fuzzy Best-Worst Method and Interpretive Structural Modelling for Complex System Analysis: Enablers Analysis for Aviation Maintenance Safety - Multi-Stakeholder Multi-Criteria Decision-Making Framework for Sustainability Prioritization: Investigation of the Processes for Sludge-to-WealthĪdvances in Fuzzy Group Decision Making / Chen, Tin-Chih Toly, SpringerLink (Online service) . - Berlin Heidelberg (DEU) New York Bâle (CHE) : Springer, 2021 . - VI, 90 p. The book will help researchers, operations managers, and engineers alike to understand the latest advances in operations management methods for analysing complex systems from the standpoint of system engineering. Cases from day-to-day life are used to elicit heuristic questions on the operations management methods presented in each chapter. The book also draws on examples of typical virtual systems such as tourism, aviation maintenance, and waste-to-wealth systems to illustrate the operations management methods discussed.
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In turn, it shows how to improve systems’ performance, including their competitiveness, safety, and sustainability. It presents various advanced multi-criteria decision analysis methods for investigating factors that influence complex systems. This book focuses on operations management methods for analysing complex systems from a system engineering perspective. Operations research Decision making Engineering economics Engineering economy System theory Operations Research/Decision Theory Engineering Economics Organization Logistics Marketing Complex Systems ISBN : 978-8-0Langues : Anglais (eng) Tags :
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Advanced Operations Management for Complex Systems Analysis / Ren, Jingzheng, SpringerLink (Online service) . - Berlin Heidelberg (DEU) New York Bâle (CHE) : Springer, 2020 . - VI, 104 p.