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Smart Modeling and Simulation for Complex Systems

Practice and Theory

Quan Bai, Fenghui Ren, Minjie Zhang, Takayuki Ito, Xijin Tang (Herausgeber)

Buch | Hardcover

149 Seiten

2015 | 2015 ed.
Springer Verlag, Japan
978-4-431-55208-6 (ISBN)

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This book aims to provide a description of these new Artificial Intelligence technologies and approaches to the modeling and simulation of complex systems, as well as an overview of the latest scientific efforts in this field such as the platforms and/or the software tools for smart modeling and simulating complex systems. These tasks are difficult to accomplish using traditional computational approaches due to the complex relationships of components and distributed features of resources, as well as the dynamic work environments. In order to effectively model the complex systems, intelligent technologies such as multi-agent systems and smart grids are employed to model and simulate the complex systems in the areas of ecosystem, social and economic organization, web-based grid service, transportation systems, power systems and evacuation systems.

HIPRank: Ranking Nodes by Influence Propagation based on Authority and Hub.- Benefits of Generalised Microsimulation.- From Global Polarization to Local Social Mechanisms: A Study Based on ABM and Empirical Data Analysis.- Decentralised Task Allocation under Space, Time and Communication Constraints in Disaster Domains.- Describing and Evaluating Assistance using APDL.- A Relaxation Strategy with Fuzzy Constraints for Supplier Selection in a Power Market.- Idea Discovery: A Context-Awareness Dynamic System Approach for Computational Creativity.- Hierarchical Scoring Rule Based Smart Dynamic Electricity Pricing Scheme.- Evaluation of Route Assignment Method with Anticipatory Stigmergy under Distributed Processing Environment.

Reihe/Serie	Studies in Computational Intelligence ; 564
Zusatzinfo	30 Illustrations, color; 29 Illustrations, black and white; VIII, 149 p. 59 illus., 30 illus. in color.
Verlagsort	Tokyo
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Sozialwissenschaften ► Soziologie
	Technik
Schlagworte	Complex System • multi-agent system • Smart City • Smart Grid • Smart Modeling and Simulation • SSMCS
ISBN-10	4-431-55208-1 / 4431552081
ISBN-13	978-4-431-55208-6 / 9784431552086
Zustand	Neuware