Details

Modelling, Simulation and Applications of Complex Systems


Modelling, Simulation and Applications of Complex Systems

CoSMoS 2019, Penang, Malaysia, April 8-11, 2019
Springer Proceedings in Mathematics & Statistics, Band 359

von: Mohd Hafiz Mohd, Md Yushalify Misro, Syakila Ahmad, Doanh Nguyen Ngoc

139,09 €

Verlag: Springer
Format: PDF
Veröffentl.: 10.06.2021
ISBN/EAN: 9789811626296
Sprache: englisch

Dieses eBook enthält ein Wasserzeichen.

Beschreibungen

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This book discusses the latest progresses and developments on complex systems research and intends to give an exposure to prospective readers about the theoretical and practical aspects of mathematical modelling, numerical simulation and agent-based modelling frameworks. The main purpose of this book is to emphasize a unified approach to complex systems analysis, which goes beyond to examine complicated phenomena of numerous real-life systems; this is done by investigating a huge number of components that interact with each other at different (microscopic and macroscopic) scales; new insights and emergent collective behaviours can evolve from the interactions between individual components and also with their environments. These tools and concepts permit us to better understand the patterns of various real-life systems and help us to comprehend the mechanisms behind which distinct factors shaping some complex systems phenomena being influenced.
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This book is published in conjunction with the International Workshop on Complex Systems Modelling &amp; Simulation 2019 (CoSMoS 2019): IoT &amp; Big Data Integration. This international event was held at the Universiti Sains Malaysia Main Campus, Penang, Malaysia, from 8 to 11 April 2019.&#xa0;
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This book appeals to readers interested in complex systems research and other related areas such as mathematical modelling, numerical simulation and agent-based modelling frameworks.&#xa0;
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Preface
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Organizing Committee
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Contents
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<b>PART 1: Complex Systems &amp; Agent-Based Modelling (ABM)</b>
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Ch 1: Possibilities and Opportunities in Addressing Persistent Challenges in Complex Systems: The Case of Transportation and Mobility
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(Ahmad Farhan Mohd. Sadullah)
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Ch 2: Lane Changing Effects on Surrounding Vehicles
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(Md. Mijanoor &amp; Majid Khan Majahar Ali)
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Ch 3: Simulation of the Influence of Electoral System using ABM
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(Hirohide Haga)
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Ch 4: ABM of Hantavirus Transmission
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(Mohd Hafiz Mohd &amp; Llyod Lee Wen Feng)
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Ch 5: Competition Ecosystem: From Microscopic to Macroscopic
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(Doanh Nguyen Ngoc)
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Ch 6: HoanKiemAir Project: Evaluating Urban Management Policies Effects on Traffic and Air Pollution using Agent-Based Simulation and Tangible Interface
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(Minh Đức Phạm, Kevin Chapuis, Alexis Drogoul, Benoit Gaudou, Arnaud Grignard, Nicolas Marilleau &amp; Tri Nguyen-Huu)
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Ch 7: Multi-Agent Based Simulation of Phuc Xa Quarter Evacuation based on the Scenario of Hoa Binh Dam Break
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(Kevin Chapuis &amp; Taha Amine Elwaqoudi)
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<b>PART 2: Modelling &amp; Simulation</b>
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Ch 8: Regime Shift Analysis for Effective Ecosystem Management
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(Chai Jian Tay, Su Yean Teh &amp; Hock Lye Koh)
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Ch 9: Multiperspective Bimodal Network Modeling and Analysis of the Dengue Activity in Baguio City
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(Rosel Oryan and Joel Addawe)
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Ch 10: Sensitivity Analysis on the Predation of Rice Plants and Weeds by Golden Apple Snail with Harvesting
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(Joel Addawe)
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Ch 11: Dynamical Systems Analysis of a Generalist Prey-Predator System
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(Mohd Hafiz Mohd, Nur Adillah Binti Mohd Khan Nuar &amp; Nurul Izzah Binti Ishak)
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Ch 12: Mathematical Modelling of Convective Boundary Layer Flows over Cylinder in Nanofluids with Temperature Dependent Viscosity and Thermal Conductivity
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(Syakila Ahmad &amp; Norshafira Ramli)
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Ch 13: Discriminant Regularized Graph Kernel PCA for Feature Extraction
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(Muhammad Aminu &amp; Noor Atinah Ahmad)
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Ch 14: Prediction of Chaotic Time Series using Random Fourier Feature Kernel Least Mean Square
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(Pei Xiao Jing &amp; Noor Atinah Ahmad)
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Ch 15: Curve Fitting of Quintic Trigonometric Bézier Curve
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(Sarah Batrisyia Zainal Adnan, Anis Aqilah Mohd Ariffin and Md Yushalify Misro)
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Appendix
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Supplementary Materials - Introduction to GAMA platform
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<p>Collects recent research and knowledge in complex systems modelling and analysis from researchers of various scientific backgrounds</p>
<p>Emphasizes a unified approach to complex systems analysis and techniques</p>
<p>Concentrates on the state-of-the-art research on complex systems</p>
<p>Focuses on the applications in various real-life systems</p>

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