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  • Conference proceedings
  • © 2012

Computational Intelligence Techniques for New Product Design

  • Recent research on Computational Intelligence Techniques for New Product Design
  • Discusses applications of Computational Intelligence to Product Design
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 403)

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Table of contents (13 papers)

  1. Front Matter

    Pages 1-12
  2. Integrated Product Design

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 1-24
  3. Computational Intelligence Technologies for Product Design

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 25-57
  4. Determination of Importance of Customer Requirements Using the Fuzzy AHP Method

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 59-77
  5. Development of Product Design Models Using Classical Evolutionary Programming

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 95-109
  6. Development of Product Design Models Using Fuzzy Regression Based Genetic Programming

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 111-128
  7. Generalized Fuzzy Least Square Regression for Generating Customer Satisfaction Models

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 129-143
  8. An Enhanced Neuro-fuzzy Approach for Generating Customer Satisfaction Models

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 145-162
  9. Optimization of Customer Satisfaction Using an Improved Simulation Annealing

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 163-176
  10. An Enhanced Genetic Algorithm Integrated with Orthogonal Design

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 177-197
  11. A Nonlinear Fuzzy Regression for Developing Manufacturing Process Models

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 199-212
  12. Rule Extraction from Experimental Data for Manufacturing Process Design

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 213-228
  13. Conclusion and Future Work

    • Kit Yan Chan, C. K. Kwong, Tharam S. Dillon
    Pages 229-236
  14. Back Matter

    Pages 0--1

About this book

Applying computational intelligence for product design is a fast-growing and promising research area in computer sciences and industrial engineering. However, there is currently a lack of books, which discuss this research area. This book discusses a wide range of computational intelligence techniques for implementation on product design. It covers common issues on product design from identification of customer requirements in product design, determination of importance of customer requirements, determination of optimal design attributes, relating design attributes and customer satisfaction, integration of marketing aspects into product design, affective product design, to quality control of new products. Approaches for refinement of computational intelligence are discussed, in order to address different issues on product design. Cases studies of product design in terms of development of real-world new products are included, in order to illustrate the design procedures, as well as the effectiveness of the computational intelligence based approaches to product design. This book covers the state-of-art of computational intelligence methods for product design, which provides a clear picture to post-graduate students in industrial engineering and computer science. It is particularly suitable for researchers and professionals working on computational intelligence for product design. It provides concepts, techniques and methodologies, for product designers in applying computational intelligence to deal with product design.

Authors and Affiliations

  • , Digital Ecosystems and Business, Curtin University of Technology, Perth, Australia

    Kit Yan Chan, Tharam S. Dillon

  • , Department of Industrial and Systems, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR

    C.K. Kwong

Bibliographic Information

  • Book Title: Computational Intelligence Techniques for New Product Design

  • Authors: Kit Yan Chan, C.K. Kwong, Tharam S. Dillon

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-27476-3

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Berlin Heidelberg 2012

  • Hardcover ISBN: 978-3-642-27475-6Published: 18 February 2012

  • Softcover ISBN: 978-3-642-44067-0Published: 13 April 2014

  • eBook ISBN: 978-3-642-27476-3Published: 15 February 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XIV, 242

  • Topics: Computational Intelligence, Artificial Intelligence

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
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