Studies in Computational Intelligence

Recent Advances in Computational Optimization

Editors: Fidanova, Stefka (Ed.)

  • Recent research in Computational Optimization
  • Include important applications like parameter settings for controlling processes in bioreactor, robot skin wiring, strip packing, project scheduling or tuning of PID controller
  • Written by experts in the field
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About this book

Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency.

Also many real world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks.

This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization.

This book presents recent advances in computational optimization. The volume includes important real world problems like parameter settings for con- trolling processes in bioreactor, robot skin wiring, strip packing, project scheduling, tuning of PID controller and so on. Some of them can be solved by applying traditional numerical methods, but others need a huge amount of computational resources. For them it is shown that is appropriate to develop algorithms based on metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming etc.

Table of contents (10 chapters)

  • Intuitionistic Fuzzy Logic as a Tool for Quality Assessment of Genetic Algorithms Performances

    Angelova, Maria (et al.)

    Pages 1-13

  • A Graph Optimization Approach to Item-Based Collaborative Filtering

    Rostami, Borzou (et al.)

    Pages 15-30

  • Constraint Propagation for the Dial-a-Ride Problem with Split Loads

    Deleplanque, Samuel (et al.)

    Pages 31-50

  • ACO and GA for Parameter Settings of E. coli Fed-Batch Cultivation Model

    Fidanova, Stefka (et al.)

    Pages 51-71

  • A Heuristic Based Algorithm for the 2D Circular Strip Packing Problem

    Akeb, Hakim (et al.)

    Pages 73-92

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-319-00410-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-319-00409-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover n/a
  • ISBN 978-3-319-03307-5
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances in Computational Optimization
Editors
  • Stefka Fidanova
Series Title
Studies in Computational Intelligence
Series Volume
470
Copyright
2013
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-00410-5
DOI
10.1007/978-3-319-00410-5
Hardcover ISBN
978-3-319-00409-9
Softcover ISBN
978-3-319-03307-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 183
Topics