Computational Complexity

Name: Computational Complexity
Brand: Springer-Verlag New York Inc.
SKU: 9781461417996
Price: 7156.19 RON
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Theory, Techniques, and Applications

Autor: Robert A. Meyers

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Legare: Copertă tare

Editura: Springer-Verlag New York Inc.

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Complex systems are systems that comprise many interacting parts with the ability to generate a new...

Informații despre carte

Autor

Robert A. Meyers

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

3492

EAN

9781461417996

ISBN

1461417996

Enbook ID

01427074

Editura

Springer-Verlag New York Inc.

Greutate

8777

Dimensiuni

198 x 266 x 262

Descriere completă

Complex systems are systems that comprise many interacting parts with the ability to generate a new quality of collective behavior through self-organization, e.g. the spontaneous formation of temporal, spatial or functional structures. These systems are often characterized by extreme sensitivity to initial conditions as well as emergent behavior that are not readily predictable or even completely deterministic. The recognition that the collective behavior of the whole system cannot be simply inferred from an understanding of the behavior of the individual components has led to the development of numerous sophisticated new computational and modeling tools with applications to a wide range of scientific, engineering, and societal phenomena. §Computational Complexity: Theory, Techniques and Applications presents a detailed and integrated view of the theoretical basis, computational methods, and state-of-the-art approaches to investigating and modeling of inherently difficult problems whose solution requires extensive resources approaching the practical limits of present-day computer systems. This comprehensive and authoritative reference examines key components of computational complexity, including cellular automata, graph theory, data mining, granular computing, soft computing, wavelets, and more.

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Computational Complexity

Theory, Techniques, and Applications

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