Cargando…
Computational Complexity Theory, Techniques, and Applications /
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2012.
|
| Edición: | 1st ed. 2012. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-1-4614-1800-9 | ||
| 003 | DE-He213 | ||
| 005 | 20220119145402.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 111102s2012 xxu| s |||| 0|eng d | ||
| 020 | |a 9781461418009 |9 978-1-4614-1800-9 | ||
| 024 | 7 | |a 10.1007/978-1-4614-1800-9 |2 doi | |
| 050 | 4 | |a QA76.9.C65 | |
| 072 | 7 | |a UYM |2 bicssc | |
| 072 | 7 | |a COM072000 |2 bisacsh | |
| 072 | 7 | |a UYM |2 thema | |
| 082 | 0 | 4 | |a 003.3 |2 23 |
| 245 | 1 | 0 | |a Computational Complexity |h [electronic resource] : |b Theory, Techniques, and Applications / |c edited by Robert A. Meyers. |
| 250 | |a 1st ed. 2012. | ||
| 264 | 1 | |a New York, NY : |b Springer New York : |b Imprint: Springer, |c 2012. | |
| 300 | |a 1547 illus., 665 illus. in color. eReference. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Agent-Based Modeling and Simulation -- Cellular Automata, Mathematical Basis of Complex Networks and Graph Theory -- Data Mining and Knowledge Discovery -- Game Theory -- Granular Computing -- Intelligent Systems -- Probability and Statistics in Complex Systems -- Quantum Information Science -- Social Network Analysis -- 3 entries from the section Social Science, Physics and Mathematical Applications: Minority Games; Rational, Goal-Oriented Agents; and Social Processes, Simulation Models in Soft Computing -- Unconventional Computing -- Wavelets. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Computer simulation. | |
| 650 | 0 | |a System theory. | |
| 650 | 0 | |a Graph theory. | |
| 650 | 0 | |a Computer science. | |
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Algorithms. | |
| 650 | 1 | 4 | |a Computer Modelling. |
| 650 | 2 | 4 | |a Complex Systems. |
| 650 | 2 | 4 | |a Graph Theory. |
| 650 | 2 | 4 | |a Theory of Computation. |
| 650 | 2 | 4 | |a Data Mining and Knowledge Discovery. |
| 650 | 2 | 4 | |a Algorithms. |
| 700 | 1 | |a Meyers, Robert A. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eReference | |
| 776 | 0 | 8 | |i Printed edition: |z 9781461418016 |
| 776 | 0 | 8 | |i Printed edition: |z 9781461417996 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-1-4614-1800-9 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXRC | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Reference Module Computer Science and Engineering (SpringerNature-43748) | ||