Discrete-Event Modeling and Simulation

Discrete-Event Modeling and Simulation PDF Author: Gabriel A. Wainer
Publisher: CRC Press
ISBN: 1351835351
Category : Technology & Engineering
Languages : en
Pages : 694

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Book Description
Complex artificial dynamic systems require advanced modeling techniques that can accommodate their asynchronous, concurrent, and highly non-linear nature. Discrete Event systems Specification (DEVS) provides a formal framework for hierarchical construction of discrete-event models in a modular manner, allowing for model re-use and reduced development time. Discrete Event Modeling and Simulation presents a practical approach focused on the creation of discrete-event applications. The book introduces the CD++ tool, an open-source framework that enables the simulation of discrete-event models. After setting up the basic theory of DEVS and Cell-DEVS, the author focuses on how to use the CD++ tool to define a variety of models in biology, physics, chemistry, and artificial systems. They also demonstrate how to map different modeling techniques, such as Finite State Machines and VHDL, to DEVS. The in-depth coverage elaborates on the creation of simulation software for DEVS models and the 3D visualization environments associated with these tools. A much-needed practical approach to creating discrete-event applications, this book offers world-class instruction on the field’s most useful modeling tools.

Discrete-Event Modeling and Simulation

Discrete-Event Modeling and Simulation PDF Author: Gabriel A. Wainer
Publisher: CRC Press
ISBN: 1351835351
Category : Technology & Engineering
Languages : en
Pages : 694

Get Book Here

Book Description
Complex artificial dynamic systems require advanced modeling techniques that can accommodate their asynchronous, concurrent, and highly non-linear nature. Discrete Event systems Specification (DEVS) provides a formal framework for hierarchical construction of discrete-event models in a modular manner, allowing for model re-use and reduced development time. Discrete Event Modeling and Simulation presents a practical approach focused on the creation of discrete-event applications. The book introduces the CD++ tool, an open-source framework that enables the simulation of discrete-event models. After setting up the basic theory of DEVS and Cell-DEVS, the author focuses on how to use the CD++ tool to define a variety of models in biology, physics, chemistry, and artificial systems. They also demonstrate how to map different modeling techniques, such as Finite State Machines and VHDL, to DEVS. The in-depth coverage elaborates on the creation of simulation software for DEVS models and the 3D visualization environments associated with these tools. A much-needed practical approach to creating discrete-event applications, this book offers world-class instruction on the field’s most useful modeling tools.

2021 Annual Modeling and Simulation Conference (ANNSIM)

2021 Annual Modeling and Simulation Conference (ANNSIM) PDF Author: IEEE Staff
Publisher:
ISBN: 9781665433747
Category :
Languages : en
Pages :

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Book Description
The Annual Modeling and Simulation Conference (ANNSIM) is a new annual conference of the Society for Modeling and Simulation International (SCS) after merging SpringSim and SummerSim into a single conference starting in 2021 Built on strengths of SpringSim and SummerSim, ANNSIM 2021 is the flagship conference of SCS to cover state of the art developments in Modeling & Simulation (M&S) We invite original contributions to the theory and practice of modeling and simulation in all scientific and engineering disciplines The conference is organized around a set of technical tracks that include but are not limited to AI and Simulation (AIS) Annual Simulation Symposium (ANSS) Communications and Network Simulation (CNS) Cyber Physical Systems (CPS) Emerging Topic Aspects of Pandemic Modeling (ET APM) High Performance Computing and Simulation (HPC) Humans, Societies and Artificial Agents (HSAA) M&S Based Systems Engineering (MSBSE) M&S for Smart Energy Systems (MSSES)

Principles of Discrete Event Simulation

Principles of Discrete Event Simulation PDF Author: George S. Fishman
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 544

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Book Description


Ontology, Epistemology, and Teleology for Modeling and Simulation

Ontology, Epistemology, and Teleology for Modeling and Simulation PDF Author: Andreas Tolk
Publisher: Springer Science & Business Media
ISBN: 3642311407
Category : Technology & Engineering
Languages : en
Pages : 379

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Book Description
In this book, internationally recognized experts in philosophy of science, computer science, and modeling and simulation are contributing to the discussion on how ontology, epistemology, and teleology will contribute to enable the next generation of intelligent modeling and simulation applications. It is well understood that a simulation can provide the technical means to display the behavior of a system over time, including following observed trends to predict future possible states, but how reliable and trustworthy are such predictions? The questions about what we can know (ontology), how we gain new knowledge (epistemology), and what we do with this knowledge (teleology) are therefore illuminated from these very different perspectives, as each experts uses a different facet to look at these challenges. The result of bringing these perspectives into one book is a challenging compendium that gives room for a spectrum of challenges: from general philosophy questions, such as can we use modeling and simulation and other computational means at all to discover new knowledge, down to computational methods to improve semantic interoperability between systems or methods addressing how to apply the recent insights of service oriented approaches to support distributed artificial intelligence. As such, this book has been compiled as an entry point to new domains for students, scholars, and practitioners and to raise the curiosity in them to learn more to fully address the topics of ontology, epistemology, and teleology from philosophical, computational, and conceptual viewpoints.

Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation

Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation PDF Author: Nadine Azemard
Publisher: Springer Science & Business Media
ISBN: 354074441X
Category : Computers
Languages : en
Pages : 595

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Book Description
This volume features the refereed proceedings of the 17th International Workshop on Power and Timing Modeling, Optimization and Simulation. Papers cover high level design, low power design techniques, low power analog circuits, statistical static timing analysis, power modeling and optimization, low power routing optimization, security and asynchronous design, low power applications, modeling and optimization, and more.

Human Factors in Simulation and Training

Human Factors in Simulation and Training PDF Author: Dennis A. Vincenzi
Publisher: CRC Press
ISBN: 1000908976
Category : Technology & Engineering
Languages : en
Pages : 273

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Book Description
Human Factors in Simulation and Training: Theory and Methods covers theoretical concepts on human factors principles as they apply to the fields of simulation and training in the real world. This book discusses traditional and nontraditional aspects of simulation and training. Topics covered include simulation fidelity, transfer of training, limits of simulation and training, virtual reality in the training environment, simulation-based situation awareness training, automated performance measures, performance assessment in simulation, adaptive simulation-based training, and scoring simulations with artificial intelligence This book will be a valuable resource for professionals and graduate students in the fields of ergonomics, human factors, computer engineering, aerospace engineering and occupational health and safety.

Parallel and Distributed Discrete Event Simulation

Parallel and Distributed Discrete Event Simulation PDF Author: Carl Tropper
Publisher: Nova Publishers
ISBN: 9781590333778
Category : Computers
Languages : en
Pages : 168

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Book Description
Discrete-event simulation has long been an integral part of the design process of complex engineering systems and the modelling of natural phenomena. Many of the systems that we seek to understand or control can be modelled as digital systems. In a digital model, we view the system at discrete instants of time, in effect taking snapshots of the system at these instants. For example, in a computer network simulation an event can be the sending of a message from one node to another node while in a VLSI logic simulation, the arrival of a signal at a gate may be viewed as an event. Digital systems such as computer systems are naturally susceptible to this approach. However, a variety of other systems may also be modelled this way. These include transportation systems such as air-traffic control systems, epidemiological models such as the spreading of a virus, and military war-gaming models. This book is representative of the advances in this field.

Modeling and Simulation-Based Systems Engineering Handbook

Modeling and Simulation-Based Systems Engineering Handbook PDF Author: Daniele Gianni
Publisher: CRC Press
ISBN: 1466571462
Category : Technology & Engineering
Languages : en
Pages : 502

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Book Description
The capability modeling and simulation (M&S) supplies for managing systems complexity and investigating systems behaviors has made it a central activity in the development of new and existing systems. However, a handbook that provides established M&S practices has not been available. Until now. Modeling and Simulation-Based Systems Engineering Handbook details the M&S practices for supporting systems engineering in diverse domains. It discusses how you can identify systems engineering needs and adapt these practices to suit specific application domains, thus avoiding redefining practices from scratch. Although M&S practices are used and embedded within individual disciplines, they are often developed in isolation. However, they address recurring problems common to all disciplines. The editors of this book tackled the challenge by recruiting key representatives from several communities, harmonizing the different perspectives derived from individual backgrounds, and lining them up with the book’s vision. The result is a collection of M&S systems engineering examples that offer an initial means for cross-domain capitalization of the knowledge, methodologies, and technologies developed in several communities. These examples provide the pros and cons of the methods and techniques available, lessons learned, and pitfalls to avoid. As our society moves further in the information era, knowledge and M&S capabilities become key enablers for the engineering of complex systems and systems of systems. Therefore, knowledge and M&S methodologies and technologies become valuable output in an engineering activity, and their cross-domain capitalization is key to further advance the future practices in systems engineering. This book collates information across disciplines to provide you with the tools to more efficiently design and manage complex systems that achieve their goals.

Hybrid Modeling and Simulation

Hybrid Modeling and Simulation PDF Author: Masoud Fakhimi
Publisher: Springer Nature
ISBN: 3031599993
Category :
Languages : en
Pages : 359

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Book Description


Modeling and Simulation of Discrete Event Systems

Modeling and Simulation of Discrete Event Systems PDF Author: Byoung Kyu Choi
Publisher: John Wiley & Sons
ISBN: 111838699X
Category : Technology & Engineering
Languages : en
Pages : 426

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Book Description
Computer modeling and simulation (M&S) allows engineers to study and analyze complex systems. Discrete-event system (DES)-M&S is used in modern management, industrial engineering, computer science, and the military. As computer speeds and memory capacity increase, so DES-M&S tools become more powerful and more widely used in solving real-life problems. Based on over 20 years of evolution within a classroom environment, as well as on decades-long experience in developing simulation-based solutions for high-tech industries, Modeling and Simulation of Discrete-Event Systems is the only book on DES-M&S in which all the major DES modeling formalisms – activity-based, process-oriented, state-based, and event-based – are covered in a unified manner: A well-defined procedure for building a formal model in the form of event graph, ACD, or state graph Diverse types of modeling templates and examples that can be used as building blocks for a complex, real-life model A systematic, easy-to-follow procedure combined with sample C# codes for developing simulators in various modeling formalisms Simple tutorials as well as sample model files for using popular off-the-shelf simulators such as SIGMA®, ACE®, and Arena® Up-to-date research results as well as research issues and directions in DES-M&S Modeling and Simulation of Discrete-Event Systems is an ideal textbook for undergraduate and graduate students of simulation/industrial engineering and computer science, as well as for simulation practitioners and researchers.