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

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 we...

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Bibliographic Details
Other Authors: Tantar, Emilia (Editor), Tantar, Alexandru-Adrian (Editor), Bouvry, Pascal (Editor), Del Moral, Pierre (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2013, 2013
Edition:1st ed. 2013
Series:Studies in Computational Intelligence
Subjects:
Computational Intelligence
Statistics 
Artificial Intelligence
Statistics In Engineering, Physics, Computer Science, Chemistry And Earth Sciences
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Part I Foundations, probability and evolutionary computation
  • Part II Set oriented numerics
  • Part III Landscape, coevolution and cooperation
  • Part IV Multi-objective optimization, heuristic conversion algorithms

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