Decision Support for Product Development PDF Download

Author: Marcin Relich
Publisher: Springer
ISBN: 9783030438999
Category : Computers
Languages : en
Pages : 114

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Book Description
This book describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development. These approaches, including artificial neural networks and constraint satisfaction solutions, enable a more precise prediction of product development performance compared to widely used multiple regression models. They support decision-makers by providing more reliable information regarding, for example, project portfolio selection and project scheduling. The book is appropriate for computer scientists, management scientists, students and practitioners engaged with product innovation and computational intelligence applications.

Author: Nikolaos F. Matsatsinis
Publisher: Springer Science & Business Media
ISBN: 146151147X
Category : Business & Economics
Languages : en
Pages : 517

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Book Description
Intelligent Support Systems for Marketing Decisions examines new product development, market penetration strategies, and other marketing decisions utilizing a confluence of methods, including Decision Support Systems (DSS), Artificial Intelligence in Marketing and Multicriteria Analysis. The authors systematically examine the use and implementation of these methodologies in making strategic marketing decisions. Part I discusses the basic concepts of multicriteria analysis vis-à-vis marketing decisions and in new product development situations. Part II presents basic concepts from the fields of Information Systems, Decision Support Systems, and Intelligent Decision Support Methods. In addition, specialized categories of DSS (multicriteria DSS, web-based DSS, group DSS, spatial DSS) are discussed in terms of their key features and current use in marketing applications. Part III presents IDSS and a multicriteria methodology for new product development. Further chapters present a developmental strategy for analyzing, designing, and implementing an Intelligent Marketing Decision Support System. The implementation discussion is illustrated with a real-world example of the methods and system in use.

Author: Pratyush Sen
Publisher: Springer Science & Business Media
ISBN: 1447130200
Category : Technology & Engineering
Languages : en
Pages : 276

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Book Description
Multiple criteria decision making tools have been developing at an extremely rapid pace over the last few years. This work explores the nature of the pursuit, using the authors extensive experience in the field. With its clear, concise approach combining industrial examples and case studies, this book will be of interest to graduate students, practicing engineers, and project managers.

Author: Marcin Relich
Publisher: Springer Nature
ISBN: 303043897X
Category : Computers
Languages : en
Pages : 124

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Book Description
This book describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development. These approaches, including artificial neural networks and constraint satisfaction solutions, enable a more precise prediction of product development performance compared to widely used multiple regression models. They support decision-makers by providing more reliable information regarding, for example, project portfolio selection and project scheduling. The book is appropriate for computer scientists, management scientists, students and practitioners engaged with product innovation and computational intelligence applications.

Author: Ali Jahan
Publisher: Butterworth-Heinemann
ISBN: 0081005415
Category : Technology & Engineering
Languages : en
Pages : 252

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Book Description
Multi-criteria Decision Analysis for Supporting the Selection of Engineering Materials in Product Design, Second Edition, provides readers with tactics they can use to optimally select materials to satisfy complex design problems when they are faced with the vast range of materials available. Current approaches to materials selection range from the use of intuition and experience, to more formalized computer-based methods, such as electronic databases with search engines to facilitate the materials selection process. Recently, multi-criteria decision-making (MCDM) methods have been applied to materials selection, demonstrating significant capability for tackling complex design problems. This book describes the rapidly growing field of MCDM and its application to materials selection. It aids readers in producing successful designs by improving the decision-making process. This new edition updates and expands previous key topics, including new chapters on materials selection in the context of design problem-solving and multiple objective decision-making, also presenting a significant amount of additional case studies that will aid in the learning process. Describes the advantages of Quality Function Deployment (QFD) in the materials selection process through different case studies Presents a methodology for multi-objective material design optimization that employs Design of Experiments coupled with Finite Element Analysis Supplements existing quantitative methods of materials selection by allowing simultaneous consideration of design attributes, component configurations, and types of material Provides a case study for simultaneous materials selection and geometrical optimization processes

Author: Mary Haropoulou
Publisher: Routledge
ISBN: 1351730495
Category : Business & Economics
Languages : en
Pages : 168

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Book Description
What goes on in a small firm that lives or dies by its capacity to innovate? How are decisions made on new product development, and how does that feed into the ecological, social and financial sustainability of the firm? This book answers the questions through an in-depth look at a small business that manufactures high-end carpet yarn. Using advanced analytical techniques to interrogate rich qualitative data, the book draws together established theories of decision-making and new product development, coupled with thinking about business sustainability to improve our understanding of this important area of business practice. The book further reinforces the importance and role of organizational learning in organizational decision-making, based on novel analysis of empirically developed qualitative data.

Author: Sanket Bhatia
Publisher: GRIN Verlag
ISBN: 3640910222
Category : Business & Economics
Languages : en
Pages : 169

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Book Description
Master's Thesis from the year 2006 in the subject Business economics - Supply, Production, Logistics, grade: 1.3, Hamburg University of Technology, language: English, abstract: The increasing importance of offshoring as a strategic tool for firms which possess substantial resources in high-cost locations is reflected in the increasing quantity and value of work being offshored. The offshoring of Automotive Product Development Processes (generically called Automotive Engineering Services) serves not only to reduce developmental costs for firms, but can also help firms develop resources in fast-growing markets, which can also act as an important source of future revenue. The trend of offshoring Automotive Engineering Services (ES) activities to India is becoming increasingly important. Of the $15 billion offshore ES market (including automotive and other ES activities), India claimed 12% in 2005 . Experts claim that this value will increase to $40 billion by 2020, representing a market share of 25%. The increasing importance of ES offshoring is reflected in increasing investments and acquisitions of Indian firms in this business area. The dynamic situation being faced by firms wishing to offshore ES work to India necessitates a decision support methodology, which was outlined in this work. Introduction to Present Work The present project aimed to provide offshoring decision support to automotive product development firms located in Germany/W. Europe by answering the following two questions: 1. Which process steps in the automotive product development process are best offshored? Which process steps should be retained in-house, onshore? 2. In case of offshore partnerships, which criteria may be used to evaluate prospective offshore partners? Offshoreability The offshoreability of an organizational process may be defined as the ease with which it may be offshored to another location, without losing any of its value or efficiency. Offshoreability thus depends on many factors- the main factors have been summarized within this work. The concept of offshoreability may thus be used to make offshoring decisions regarding the processes or process steps to be offshored, to decide upon measures/upgrades that may increase offshoreability and thus the benefit from offshoring, and to decide upon factors which may be used to evaluate possible offshore partners.

Author: Chiang Jao
Publisher: BoD – Books on Demand
ISBN: 9533073268
Category : Computers
Languages : en
Pages : 560

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Book Description
This series is directed to diverse managerial professionals who are leading the transformation of individual domains by using expert information and domain knowledge to drive decision support systems (DSSs). The series offers a broad range of subjects addressed in specific areas such as health care, business management, banking, agriculture, environmental improvement, natural resource and spatial management, aviation administration, and hybrid applications of information technology aimed to interdisciplinary issues. This book series is composed of three volumes: Volume 1 consists of general concepts and methodology of DSSs; Volume 2 consists of applications of DSSs in the biomedical domain; Volume 3 consists of hybrid applications of DSSs in multidisciplinary domains. The book is shaped upon decision support strategies in the new infrastructure that assists the readers in full use of the creative technology to manipulate input data and to transform information into useful decisions for decision makers.

Author: Ravipudi Venkata Rao
Publisher: Springer Science & Business Media
ISBN: 1846288193
Category : Business & Economics
Languages : en
Pages : 369

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Book Description
This book shows how graph theory and matrix approach, and fuzzy multiple attribute decision making methods can be used in manufacturing. It proposes a methodology that will make decision making in the manufacturing environment structured and systematic. The book uses case studies to present the applications of decision making methods in real manufacturing situations.

Author: Jun Liu
Publisher: World Scientific Proceedings C
ISBN: 9789813273221
Category : Computers
Languages : en
Pages : 0

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Book Description
FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to include Computational Intelligence for applied research. The contributions of the FLINS conference cover state-of-the-art research, development, and technology for computational intelligence systems, with special focuses on data science and knowledge engineering for sensing decision support, both from the foundations and the applications points-of-view.