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

Name: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV
Brand: Springer International Publishing AG
SKU: 9783319011271
Price: 1100.75 RON
Availability: InStock

International Conference held at Leiden University, July 10-13, 2013

Autor: Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck

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Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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Numerical and computational methods are nowadays used in a wide range of contexts in complex systems...

Informații despre carte

Autor

Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2013

Pagini

324

EAN

9783319011271

ISBN

3319011278

Enbook ID

01469111

Editura

Springer International Publishing AG

Greutate

5153

Dimensiuni

155 x 235 x 237

Descriere completă

Numerical and computational methods are nowadays used in a wide range of contexts in complex systems research, biology, physics, and engineering. Over the last decades different methodological schools have emerged with emphasis on different aspects of computation, such as nature-inspired algorithms, set-oriented numerics, probabilistic systems and Monte Carlo methods. Due to the use of different terminologies and emphasis on different aspects of algorithmic performance there is a strong need for a more integrated view and opportunities for cross-fertilization across particular disciplines. §These proceedings features 20 original publications from distinguished authors in the cross-section of computational sciences, such as Machine Learning Algorithms and Probabilistic Models, Complex Networks and Fitness Landscape Analysis, Set Oriented Numerics and Cell Mapping, Evolutionary Multiobjective Optimization, Diversity-oriented Evolutionary Methods, and the Foundations of Genetic Programming Algorithms. By presenting cutting edge results with a strong focus on foundations and integration aspects this work presents a stepping stone towards efficient, reliable, and well-analyzed methods for complex systems management and analysis.

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

International Conference held at Leiden University, July 10-13, 2013

Informații despre carte

Descriere completă

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