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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Altres autors: Tantar, Emilia, 1981- (Director editorial), Tantar, Alexandru-Adrian, 1980- (Director editorial), Bouvry, Pascal, 1967-...., auteur en informatique (Director editorial), Del Moral, Pierre, 1965- (Director editorial), Legrand, Pierrick, 1974- (Director editorial), Coello Coello, Carlos Artemio (Director editorial), Schütze, Oliver, 19..-...., chercheur en informatique (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edició:1st ed. 2013.
Col·lecció:Studies in Computational Intelligence 447
Accés en línia:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation, Texte imprimé, 9783642327254
• EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation, Texte imprimé, 9783642327278
• EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation, Texte imprimé, 9783642445033
• EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation, Texte imprimé, 9783642327254
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245 0 0 |a EVOLVE :  |b a bridge between probability, set oriented numerics and evolutionary computation   |c edited by Emilia Tantar, Alexandru-Adrian Tantar, Pascal Bouvry, Pierre Del Moral, Pierrick Legrand, Carlos A. Coello Coello, Oliver Schütze. 
250 |a 1st ed. 2013. 
260 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg. 
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490 0 |a Studies in Computational Intelligence  |v 447  |x 1860-9503 
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505 1 |a 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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506 |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 
520 |a 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 
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700 1 |a Tantar, Alexandru-Adrian,  |d 1980-  |4 pbd 
700 1 |a Bouvry, Pascal,  |d 1967-....,  |c auteur en informatique.  |4 pbd 
700 1 |a Del Moral, Pierre,  |d 1965-  |4 pbd 
700 1 |a Legrand, Pierrick,  |d 1974-  |4 pbd 
700 1 |a Coello Coello, Carlos Artemio.  |4 pbd 
700 1 |a Schütze, Oliver,  |d 19..-....,  |c chercheur en informatique.  |4 pbd 
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