Smart Modeling And Simulation For Complex Systems

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Smart Modeling and Simulation for Complex Systems

Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang
Smart Modeling and Simulation for Complex Systems Book PDF

Author : Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang
Publisher : Springer
Page : 149 pages
File Size : 53,6 Mb
Release : 2015-01-10
Category : Technology & Engineering
ISBN : 9784431552093

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Smart Modeling and Simulation for Complex Systems by Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang Pdf

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.

Methods and Applications for Modeling and Simulation of Complex Systems

Liang Li,Kyoko Hasegawa,Satoshi Tanaka
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Liang Li,Kyoko Hasegawa,Satoshi Tanaka
Publisher : Springer
Page : 586 pages
File Size : 55,9 Mb
Release : 2018-10-17
Category : Computers
ISBN : 9789811328534

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Methods and Applications for Modeling and Simulation of Complex Systems by Liang Li,Kyoko Hasegawa,Satoshi Tanaka Pdf

This volume constitutes the proceedings of the 18th Asia Simulation Conference, AsiaSim 2018, held in Kyoto, Japan, in August 2018. The 45 revised full papers presented in this volume were carefully reviewed and selected from 90 submissions. The papers are organized in topical sections on modeling and simulation technology; soft computing and machine learning; high performance computing and cloud computing; simulation technology for industry; simulation technology for intelligent society; simulation of instrumentation and control application; computational mathematics and computational science; flow simulation; visualization and computer vision to support simulation.

Introduction to Intelligent Simulation: The RAO Language

Abdelhakim Artiba,V.V. Emelyanov,S.I. Iassinovski
Introduction to Intelligent Simulation The RAO Language Book PDF

Author : Abdelhakim Artiba,V.V. Emelyanov,S.I. Iassinovski
Publisher : Springer Science & Business Media
Page : 518 pages
File Size : 41,6 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461557098

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Introduction to Intelligent Simulation: The RAO Language by Abdelhakim Artiba,V.V. Emelyanov,S.I. Iassinovski Pdf

Introduction to Intelligent Simulation of Complex Discrete Systems and Processes: RAO Language focuses on a unique approach in modeling and simulation of complex systems. In this volume are considered features of complex systems and processes, their mathematical description, and modeling. Theoretical foundations of the RAO (Resource-Action-Operation) language as well as its syntax and utilisation are given. Examples of simulation models of different complexity levels, related to different fields, are also presented. The RAO intelligent modeling system, introduced and described in Introduction to Intelligent Simulation of Complex Discrete Systems and Processes is unique because: (1) it makes simulation modeling universal for the classes of systems and processes modeled; (2) it is simple to modify the models; and (3) it has the capacity to model complex control systems together with the object controlled (including simulation modeling for on-line control). The RAO tool allows the user to use a language very similar to his professional language and rids him of intermediary, supplementary description of the system modeled. In fifteen chapters this volume provides an overview of general modeling trends, and hence serves the research community in guiding their modeling methods; intelligent simulation modeling is introduced to solve complex systems and processes.

Methods and Applications for Modeling and Simulation of Complex Systems

Byeong-Yun Chang,Changbeom Choi
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Byeong-Yun Chang,Changbeom Choi
Publisher : Springer Nature
Page : 109 pages
File Size : 42,8 Mb
Release : 2022-10-05
Category : Computers
ISBN : 9789811968570

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Methods and Applications for Modeling and Simulation of Complex Systems by Byeong-Yun Chang,Changbeom Choi Pdf

This volume constitutes the proceedings of the 20th Asian Simulation Conference, AsiaSim 2021, held as a virtual event in November 2021. The 9 full papers presented in this volume were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on simulation and visualization; modeling and simulation of systems.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Lin Zhang,Xiao Song,Yunjie Wu
Theory Methodology Tools and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Lin Zhang,Xiao Song,Yunjie Wu
Publisher : Springer
Page : 739 pages
File Size : 40,7 Mb
Release : 2016-09-22
Category : Computers
ISBN : 9789811026638

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Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems by Lin Zhang,Xiao Song,Yunjie Wu Pdf

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this first volume of the set are organized in topical sections on modeling and simulation theory and methodology; model engineering for system of systems; high performance computing and simulation; modeling and simulation for smart city.

Methods and Applications for Modeling and Simulation of Complex Systems

Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali
Publisher : Springer Nature
Page : 518 pages
File Size : 51,6 Mb
Release : 2023-11-13
Category : Computers
ISBN : 9789819972401

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Methods and Applications for Modeling and Simulation of Complex Systems by Fazilah Hassan,Noorhazirah Sunar,Mohd Ariffanan Mohd Basri,Mohd Saiful Azimi Mahmud,Mohamad Hafis Izran Ishak,Mohamed Sultan Mohamed Ali Pdf

This book constitutes the refereed proceedings of the 22nd Asia Simulation Conference on Methods and Applications for Modeling and Simulation of Complex Systems, AsiaSim 2023, held in Langkawi, Malaysia, during October 25–26, 2023. The 77 full papers included in this book were carefully reviewed and selected from 164 submissions. They were organized in topical sections as follows: Modelling and Simulation, Artificial intelligence, Industry 4.0, Digital Twins Modelling, Simulation and Gaming, Simulation for Engineering, Simulation for Sustainable Development, Simulation in Social Sciences.

Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models

Enrique Alberto Kremers
Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent Based Models Book PDF

Author : Enrique Alberto Kremers
Publisher : KIT Scientific Publishing
Page : 202 pages
File Size : 40,5 Mb
Release : 2014-07-31
Category : Technology & Engineering
ISBN : 9783866449466

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Modelling and Simulation of Electrical Energy Systems Through a Complex Systems Approach Using Agent-Based Models by Enrique Alberto Kremers Pdf

Complexity science aims to better understand the processes of both natural and man-made systems which are composed of many interacting entities at different scales. A disaggregated approach is proposed for simulating electricity systems, by using agent-based models coupled to continuous ones. The approach can help in acquiring a better understanding of the operation of the system itself, e.g. on emergent phenomena or scale effects; as well as in the improvement and design of future smart grids.

Research Challenges in Modeling and Simulation for Engineering Complex Systems

Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal
Research Challenges in Modeling and Simulation for Engineering Complex Systems Book PDF

Author : Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal
Publisher : Springer
Page : 119 pages
File Size : 54,6 Mb
Release : 2017-08-18
Category : Computers
ISBN : 9783319585444

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Research Challenges in Modeling and Simulation for Engineering Complex Systems by Richard Fujimoto,Conrad Bock,Wei Chen,Ernest Page,Jitesh H. Panchal Pdf

This illuminating text/reference presents a review of the key aspects of the modeling and simulation (M&S) life cycle, and examines the challenges of M&S in different application areas. The authoritative work offers valuable perspectives on the future of research in M&S, and its role in engineering complex systems. Topics and features: reviews the challenges of M&S for urban infrastructure, healthcare delivery, automated vehicle manufacturing, deep space missions, and acquisitions enterprise; outlines research issues relating to conceptual modeling, covering the development of explicit and unambiguous models, communication and decision-making, and architecture and services; considers key computational challenges in the execution of simulation models, in order to best exploit emerging computing platforms and technologies; examines efforts to understand and manage uncertainty inherent in M&S processes, and how these can be unified under a consistent theoretical and philosophical foundation; discusses the reuse of models and simulations to accelerate the simulation model development process. This thought-provoking volume offers important insights for all researchers involved in modeling and simulation across the full spectrum of disciplines and applications, defining a common research agenda to support the entire M&S research community.

Modeling and Asynchronous Distributed Simulation

Sumit Ghosh,Tony Lee
Modeling and Asynchronous Distributed Simulation Book PDF

Author : Sumit Ghosh,Tony Lee
Publisher : Wiley-IEEE Press
Page : 344 pages
File Size : 49,8 Mb
Release : 2000-07-11
Category : Computers
ISBN : UOM:39015050273369

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Modeling and Asynchronous Distributed Simulation by Sumit Ghosh,Tony Lee Pdf

Electrical Engineering Modeling and Asynchronous Distributed Simulation Analyzing Complex Systems Whether you are designing intelligent transportation systems or buffers in ATM switches, you will find key asynchronous distributed simulation techniques in this insightful book. These techniques will help revolutionize your large-scale systems designs of today and tomorrow. Drawing on nearly 20 years of experience in modeling and simulation, the authors bring you the first book to present fundamental principles for asynchronous distributed simulation. Throughout Modeling and Asynchronous Distributed Simulation, you will explore a wealth of case studies that provide real-world approaches to a range of diverse technology disciplines. You will also discover essentials to improve your understanding of complex systems, including: * Determination of the simulation timestep * Analysis of accuracy for simulation results * Examination of how simulation results yield qualitative insights into complex system behavior * Generation of input stimuli * Future research trends in simulation This valuable text offers systems designers, graduate students, and practicing computer science engineers both basic principles and complex concepts of modeling and asynchronous distributed simulation.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Lin Zhang,Xiao Song,Yunjie Wu
Theory Methodology Tools and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Lin Zhang,Xiao Song,Yunjie Wu
Publisher : Springer
Page : 709 pages
File Size : 46,7 Mb
Release : 2016-09-21
Category : Computers
ISBN : 9789811026669

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Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems by Lin Zhang,Xiao Song,Yunjie Wu Pdf

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this second volume of the set are organized in topical sections on HMI and robot simulations; modeling and simulation for intelligent manufacturing; military simulation; visualization and virtual reality.

Methods and Applications for Modeling and Simulation of Complex Systems

Wenhui Fan,Lin Zhang,Ni Li,Xiao Song
Methods and Applications for Modeling and Simulation of Complex Systems Book PDF

Author : Wenhui Fan,Lin Zhang,Ni Li,Xiao Song
Publisher : Springer Nature
Page : 648 pages
File Size : 45,9 Mb
Release : 2022-12-22
Category : Computers
ISBN : 9789811991981

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Methods and Applications for Modeling and Simulation of Complex Systems by Wenhui Fan,Lin Zhang,Ni Li,Xiao Song Pdf

The two-volume set CCIS 1712 and 1713 constitutes the proceedings of the 21st Asian Simulation Conference, AsiaSim 2022, which took place in Changsha, China, in January 2023. Due to the Covid pandemic AsiaSim 2022 has been postponed to January 2023. The 97 papers presented in the proceedings were carefully reviewed and selected from 218 submissions. The contributions were organized in topical sections as follows: Modeling theory and methodology; Continuous system/discrete event system/hybrid system/intelligent system modeling and simulation; Complex systems and open, complex and giant systems modeling and simulation; Integrated natural environment and virtual reality environment modeling and simulation; Networked Modeling and Simulation; Flight simulation, simulator, simulation support environment, simulation standard and simulation system construction; High performance computing, parallel computing, pervasive computing, embedded computing and simulation; CAD/CAE/CAM/CIMS/VP/VM/VR/SBA; Big data challenges and requirements for simulation and knowledge services of big data ecosystem; Artificial intelligence for simulation; Application of modeling/simulation in science/engineering/society/economy /management/energy/transportation/life/biology/medicine etc; Application of modeling/simulation in energy saving/emission reduction, public safety, disaster prevention/mitigation; Modeling/simulation applications in the military field; Modeling/simulation applications in education and training; Modeling/simulation applications in entertainment and sports.

Towards Intelligent Systems Modeling and Simulation

Samsul Ariffin Abdul Karim,Afza Shafie
Towards Intelligent Systems Modeling and Simulation Book PDF

Author : Samsul Ariffin Abdul Karim,Afza Shafie
Publisher : Springer Nature
Page : 439 pages
File Size : 45,5 Mb
Release : 2021-09-17
Category : Technology & Engineering
ISBN : 9783030796068

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Towards Intelligent Systems Modeling and Simulation by Samsul Ariffin Abdul Karim,Afza Shafie Pdf

This book creates the emergence of disruptive technologies that have led to a significant change in the role of mathematics and statistics for problem solving, with the use of sophisticated software and hardware in solving complex systems and process. In the era of digital technology, mathematics and statistics need to be highly relevant to be able to cater for the needs of IR4.0 such as big data analytics, simulation, autonomous system, and cloud computing. Motivated by this development, a total of 26 chapters are contributed by respectable experts for this book. The main scope of the book is to conduct a new system of modeling and simulations on solving differential equations, nonlinear equations, energy, epidemiology, and risk assessment. This book is of interest for postgraduate students, researchers as well as other scientists who are working in numerical modeling and simulations based on efficient mathematical and statistical techniques.

Complexity Challenges in Cyber Physical Systems

Saurabh Mittal,Andreas Tolk
Complexity Challenges in Cyber Physical Systems Book PDF

Author : Saurabh Mittal,Andreas Tolk
Publisher : John Wiley & Sons
Page : 373 pages
File Size : 41,8 Mb
Release : 2020-01-09
Category : Technology & Engineering
ISBN : 9781119552499

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Complexity Challenges in Cyber Physical Systems by Saurabh Mittal,Andreas Tolk Pdf

Offers a one-stop reference on the application of advanced modeling and simulation (M&S) in cyber physical systems (CPS) engineering This book provides the state-of-the-art in methods and technologies that aim to elaborate on the modeling and simulation support to cyber physical systems (CPS) engineering across many sectors such as healthcare, smart grid, or smart home. It presents a compilation of simulation-based methods, technologies, and approaches that encourage the reader to incorporate simulation technologies in their CPS engineering endeavors, supporting management of complexity challenges in such endeavors. Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy is laid out in four sections. The first section provides an overview of complexities associated with the application of M&S to CPS Engineering. It discusses M&S in the context of autonomous systems involvement within the North Atlantic Treaty Organization (NATO). The second section provides a more detailed description of the challenges in applying modeling to the operation, risk and design of holistic CPS. The third section delves in details of simulation support to CPS engineering followed by the engineering practices to incorporate the cyber element to build resilient CPS sociotechnical systems. Finally, the fourth section presents a research agenda for handling complexity in application of M&S for CPS engineering. In addition, this text: Introduces a unifying framework for hierarchical co-simulations of cyber physical systems (CPS) Provides understanding of the cycle of macro-level behavior dynamically arising from spaciotemporal interactions between parts at the micro-level Describes a simulation platform for characterizing resilience of CPS Complexity Challenges in Cyber Physical Systems has been written for researchers, practitioners, lecturers, and graduate students in computer engineering who want to learn all about M&S support to addressing complexity in CPS and its applications in today’s and tomorrow’s world.

Multi-agent and Complex Systems

Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito
Multi agent and Complex Systems Book PDF

Author : Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito
Publisher : Springer
Page : 210 pages
File Size : 43,9 Mb
Release : 2016-11-15
Category : Technology & Engineering
ISBN : 9789811025648

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Multi-agent and Complex Systems by Quan Bai,Fenghui Ren,Katsuhide Fujita,Minjie Zhang,Takayuki Ito Pdf

This book provides a description of advanced multi-agent and artificial intelligence technologies for the modeling and simulation of complex systems, as well as an overview of the latest scientific efforts in this field. A complex system features a large number of interacting components, whose aggregate activities are nonlinear and self-organized. A multi-agent system is a group or society of agents which interact with others cooperatively and/or competitively in order to reach their individual or common goals. Multi-agent systems are suitable for modeling and simulation of complex systems, which is difficult to accomplish using traditional computational approaches.

Advances in Intelligent Modelling and Simulation

Aleksander Byrski,Zuzana Oplatková,Marco Carvalho,Marek Kisiel-Dorohinicki
Advances in Intelligent Modelling and Simulation Book PDF

Author : Aleksander Byrski,Zuzana Oplatková,Marco Carvalho,Marek Kisiel-Dorohinicki
Publisher : Springer
Page : 368 pages
File Size : 51,8 Mb
Release : 2012-04-25
Category : Technology & Engineering
ISBN : 9783642288883

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Advances in Intelligent Modelling and Simulation by Aleksander Byrski,Zuzana Oplatková,Marco Carvalho,Marek Kisiel-Dorohinicki Pdf

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.