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

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

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

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
199.61
Numerical and computational methods are nowadays used in a wide range of contexts in complex systems...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2013
Stránok
324
EAN
9783319011271
ISBN
3319011278
Enbook ID
01469111
Hmotnosť
5153
Rozmery
155 x 235 x 237

Kompletný popis

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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