Read While You Wait - Get immediate ebook access, if available*, when you order a print book

Studies in Computational Intelligence

EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation

Editors: Tantar, E., Tantar, A.-A., Bouvry, P., Del Moral, P., Legrand, P., Coello Coello, C.A., Schütze, O. (Eds.)

Free Preview
  • Builds a bridge between probability, statistics, set oriented
  • Numerics and evolutionary computing
  • Fosters a growing interest for robust and efficient methods with a sound theoretical background
  • Unifies theory-inspired methods and cutting-edge techniques ensuring performance guarantee factors
see more benefits

Buy this book

eBook 128,39 €
price for Spain (gross)
  • ISBN 978-3-642-32726-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-642-32725-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-642-44503-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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
About this book

The aim of this book is to provide a strong theoretical support for understanding and analyzing the behavior of evolutionary algorithms, as well as for creating a bridge between probability, set-oriented numerics and evolutionary computation.

The volume encloses a collection of contributions that were presented at the EVOLVE 2011 international workshop, held in Luxembourg, May 25-27, 2011, coming from invited speakers and also from selected regular submissions. The aim of EVOLVE is to unify the perspectives offered by probability, set oriented numerics and evolutionary computation. EVOLVE focuses on challenging aspects that arise at the passage from theory to new paradigms and practice, elaborating on the foundations of evolutionary algorithms and theory-inspired methods merged with cutting-edge techniques that ensure performance guarantee factors. EVOLVE is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background.

The chapters enclose challenging theoretical findings, concrete optimization problems as well as new perspectives. By gathering contributions from researchers with different backgrounds, the book is expected to set the basis for a unified view and vocabulary where theoretical advancements may echo in different domains.

Reviews

From the book reviews:

“The book collects 12 papers and presents those in chapter form. All papers are thoroughly refereed. … The papers are well structured and consistent in style and presentation. … this book has an impressive collection of research papers on useful and interesting transdisciplinary topics. I can safely conclude that researchers looking to learn more in this area of research could benefit from this book.” (S. E. Ahmed, Technometrics, Vol. 56 (1), February, 2014)


Table of contents (12 chapters)

Table of contents (12 chapters)
  • On the Foundations and the Applications of Evolutionary Computing

    Pages 3-89

    Moral, Pierre (et al.)

  • Incorporating Regular Vines in Estimation of Distribution Algorithms

    Pages 91-121

    Salinas-Gutiérrez, Rogelio (et al.)

  • The Gaussian Polytree EDA with Copula Functions and Mutations

    Pages 123-153

    Domínguez, Ignacio Segovia (et al.)

  • On Quality Indicators for Black-Box Level Set Approximation

    Pages 157-185

    Emmerich, Michael T. M. (et al.)

  • Set Oriented Methods for the Numerical Treatment of Multiobjective Optimization Problems

    Pages 187-219

    Schütze, Oliver (et al.)

Buy this book

eBook 128,39 €
price for Spain (gross)
  • ISBN 978-3-642-32726-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-642-32725-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-642-44503-3
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation
Editors
  • Emilia Tantar
  • Alexandru-Adrian Tantar
  • Pascal Bouvry
  • Pierre Del Moral
  • Pierrick Legrand
  • Carlos A. Coello Coello
  • Oliver Schütze
Series Title
Studies in Computational Intelligence
Series Volume
447
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-32726-1
DOI
10.1007/978-3-642-32726-1
Hardcover ISBN
978-3-642-32725-4
Softcover ISBN
978-3-642-44503-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XXII, 414
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works and instructor copies are not included.