Advances in Intelligent Modelling and Simulation: Simulation Tools and Applications

by Aleksander Byrski (Editor), Zuzana Oplatková (Editor), Marco Carvalho (Editor), Marek Kisiel-Dorohinicki (Editor)

Overview

The human capacity to abstract complex systems and phenomena into simplified models has played a critical role in the rapid evolution of our modern industrial processes and scienti c research. As a science and an art, Modelling and Simulation have been one of the core enablers of this remarkable human trace, and have become a topic of great importance for researchers and practitioners.

This book was created to compile some of the most recent concepts, advances, challenges and ideas associated with Intelligent Modelling and Simulation frameworks, tools and applications. The rst chapter discusses the important aspects of a human interaction and the correct interpretation of results during simulations. The second chapter gets to the heart of the analysis of entrepreneurship by means of agent-based modelling and simulations.

The following three chapters bring together the central theme of simulation frameworks, rst describing an agent-based simulation framework, then a simulator for electrical machines, and nally an airborne network emulation environment. The two subsequent chapters discuss power distribution networks from different points of view|anticipation and optimization of multi-echelon inventory policy. After that, the book includes also a group of chapters discussing the mathematical modelling supported by veri cation simulations, and a set of chapters with models synthesised by means of arti cial intelligence tools and complex automata framework. Lastly, the book includes a chapter introducing the use of graph-grammar model for generation of threedimensional computational meshes and a chapter focused on the experimental and computational results regarding simulation of aero engine vortexes. Authors believe, that this book is a valuable reference to researchers and practitioners in the eld, as well as an inspiration to those interested in the area of Intelligent Modelling and Simulation.

Product Details

ISBN-13:	9783642447433
Publisher:	Springer Berlin Heidelberg
Publication date:	05/08/2014
Series:	Studies in Computational Intelligence , #416
Edition description:	2012
Pages:	368
Product dimensions:	6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

From the content: Requirements and Solutions for a More Knowledgeable User-Model Dialogue in Applied Simulation.- Simulating Entrepreneurial Opportunity Recognition Processes: an Agent-based and Knowledge-driven Approach.- Agent-based Simulation in AgE Framework.- Software Environment for Online Simulation of Switched Reluctance Machines.- A Hybrid Emulation Environment for Airborne Wireless Networks.- Novel Theory and Simulations of Anticipatory Behaviour in Artificial Life Domain.- An Integrated Approach to Robust Multi-Echelon Inventory Policy Decision.