Smart Modeling and Simulation for Complex Systems
Practice and Theory
Published on 6. October 2016
Book
Paperback/Softback
VIII, 149 pages
978-4-431-56156-9 (ISBN)
Description
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.
More details
Series
Edition
Softcover reprint of the original 1st ed. 2015
Language
English
Place of publication
Tokyo
Japan
Target group
Professional and scholarly
Illustrations
30 farbige Abbildungen, 29 s/w Abbildungen
VIII, 149 p. 59 illus., 30 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 9 mm
Weight
283 gr
ISBN-13
978-4-431-56156-9 (9784431561569)
DOI
10.1007/978-4-431-55209-3
Schweitzer Classification
Other editions
Additional editions
Quan Bai | Fenghui Ren | Minjie Zhang
Smart Modeling and Simulation for Complex Systems
Practice and Theory
Book
01/2015
Springer
€128.39
Shipment within 10-15 days
Content
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.