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Decision Support for Product Development

Using Computational Intelligence for Information Acquisition in Enterprise Databases

Authors:

  • Describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development
  • Approaches enable precise prediction of product development performance
  • Valuable for computer scientists, management scientists, students and practitioners engaged with product innovation and computational intelligence applications

Part of the book series: Computational Intelligence Methods and Applications (CIMA)

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Table of contents (6 chapters)

  1. Front Matter

    Pages i-xii
  2. Method for Supporting Product Development

    • Marcin Relich
    Pages 51-80
  3. Managerial Implications

    • Marcin Relich
    Pages 95-104
  4. Conclusions

    • Marcin Relich
    Pages 105-107
  5. Back Matter

    Pages 109-114

About this book

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.

Authors and Affiliations

  • Faculty of Economics and Management, University of Zielona Góra, Zielona Góra, Poland

    Marcin Relich

About the author

Dr. Marcin Relich is a member of the Faculty of Economics and Management of the University of Zielona Gora. He is a lecturer in the Dept. of Controlling and Computer Applications in Economics, where he teaches IT in Economics and Management, Business Data Analysis, Management Information Systems, Decision-Support Systems, Decision Analysis, Business Simulations, and Project Management. His research interests include Management Information Systems (incl. Decision-Support Systems and Enterprise Resource Planning Systems), Project Management (incl. new product development), and early warning systems in business.

Bibliographic Information

  • Book Title: Decision Support for Product Development

  • Book Subtitle: Using Computational Intelligence for Information Acquisition in Enterprise Databases

  • Authors: Marcin Relich

  • Series Title: Computational Intelligence Methods and Applications

  • DOI: https://doi.org/10.1007/978-3-030-43897-5

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Hardcover ISBN: 978-3-030-43896-8Published: 23 November 2020

  • Softcover ISBN: 978-3-030-43899-9Published: 23 November 2021

  • eBook ISBN: 978-3-030-43897-5Published: 22 November 2020

  • Series ISSN: 2510-1765

  • Series E-ISSN: 2510-1773

  • Edition Number: 1

  • Number of Pages: XII, 114

  • Number of Illustrations: 39 b/w illustrations, 16 illustrations in colour

  • Topics: Artificial Intelligence, Computational Intelligence, Innovation/Technology Management

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access