Computational Complexity Theory, Techniques, and Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Meyers, Robert A. (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2012.
• Subjects: Computer science.; Computers.; Algorithms.; Data mining.; Computer simulation.; System theory.; Physics.; Computer Science.; Simulation and Modeling.; Complex Systems.; Complex Networks.; Theory of Computation.; Data Mining and Knowledge Discovery.; Algorithm Analysis and Problem Complexity.

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...

Table of Contents:

• 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.