Artificial Intelligence Simulation And Modeling


Artificial Intelligence Simulation And Modeling
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Artificial Intelligence Simulation And Modeling


Artificial Intelligence Simulation And Modeling
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Author : Lawrence E. Widman
language : en
Publisher:
Release Date : 1989-09-06

Artificial Intelligence Simulation And Modeling written by Lawrence E. Widman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-09-06 with Computers categories.


This interdisciplinary approach to computer modeling addresses both traditional simulationists seeking the greater representational flexibility and ease of use that AI techniques offer, and computer scientists seeking the greater power and realism that rigorous simulation techniques can provide. First section reveals the theoretical underpinnings of AI and simulation. Second section describes application of simulation techniques to current problems in AI research. Third section discusses application of AI methods to simulation.



Artificial Intelligence And Simulation


Artificial Intelligence And Simulation
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Author : Tag G. Kim
language : en
Publisher: Springer
Release Date : 2005-02-07

Artificial Intelligence And Simulation written by Tag G. Kim and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-07 with Computers categories.


This book constitutes the refereed post-proceedings of the 13th International Conference on AI, Simulation, and Planning in High Autonomy Systems, AIS 2004, held in Jeju Island, Korea in October 2004. The 74 revised full papers presented together with 2 invited keynote papers were carefully reviewed and selected from 170 submissions; after the conference, the papers went through another round of revision. The papers are organized in topical sections on modeling and simulation methodologies, intelligent control, computer and network security, HLA and simulator interoperation, manufacturing, agent-based modeling, DEVS modeling and simulation, parallel and distributed modeling and simulation, mobile computer networks, Web-based simulation and natural systems, modeling and simulation environments, AI and simulation, component-based modeling, watermarking and semantics, graphics, visualization and animation, and business modeling.



Simulation And Modeling Current Technologies And Applications


Simulation And Modeling Current Technologies And Applications
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Author : El Sheikh, Asim
language : en
Publisher: IGI Global
Release Date : 2007-08-31

Simulation And Modeling Current Technologies And Applications written by El Sheikh, Asim and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-31 with Computers categories.


"This book offers insight into the computer science aspect of simulation and modeling while integrating the business practices of SM. It includes current issues related to simulation, such as: Web-based simulation, virtual reality, augmented reality, and artificial intelligence, combining different methods, views, theories, and applications of simulations in one volume"--Provided by publisher.



Modelling And Simulation Methodology In The Artificial Intelligence Era


Modelling And Simulation Methodology In The Artificial Intelligence Era
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Author : Maurice S. Elzas
language : en
Publisher: North Holland
Release Date : 1986

Modelling And Simulation Methodology In The Artificial Intelligence Era written by Maurice S. Elzas and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Artificial intelligence categories.




Discrete Event Modeling And Simulation Technologies


Discrete Event Modeling And Simulation Technologies
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Author : Hessam S. Sarjoughian
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09

Discrete Event Modeling And Simulation Technologies written by Hessam S. Sarjoughian and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.


During the 1990s the computing industry has witnessed many advances in mobile and enterprise computing. Many of these advances have been made possible by developments in the areas such as modeling, simulation, and artificial intelligence. Within the different areas of enterprise computing - such as manufacturing, health organisation, and commerce - the need for a disciplined, multifaceted, and unified approach to modeling and simulation has become essential. This new book provides a forum for scientists, academics, and professionals to present their latest research findings from the various fields: artificial intelligence, collaborative/distributed computing, modeling, and simulation.



Smart Proxy Modeling


Smart Proxy Modeling
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Author : Shahab D. Mohaghegh
language : en
Publisher: CRC Press
Release Date : 2022-10-27

Smart Proxy Modeling written by Shahab D. Mohaghegh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-27 with Computers categories.


Numerical simulation models are used in all engineering disciplines for modeling physical phenomena to learn how the phenomena work, and to identify problems and optimize behavior. Smart Proxy Models provide an opportunity to replicate numerical simulations with very high accuracy and can be run on a laptop within a few minutes, thereby simplifying the use of complex numerical simulations, which can otherwise take tens of hours. This book focuses on Smart Proxy Modeling and provides readers with all the essential details on how to develop Smart Proxy Models using Artificial Intelligence and Machine Learning, as well as how it may be used in real-world cases. Covers replication of highly accurate numerical simulations using Artificial Intelligence and Machine Learning Details application in reservoir simulation and modeling and computational fluid dynamics Includes real case studies based on commercially available simulators Smart Proxy Modeling is ideal for petroleum, chemical, environmental, and mechanical engineers, as well as statisticians and others working with applications of data-driven analytics.



Object Oriented Simulation With Hierarchical Modular Models


Object Oriented Simulation With Hierarchical Modular Models
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Author : Bernard P. Zeigler
language : en
Publisher: Academic Press
Release Date : 2014-05-10

Object Oriented Simulation With Hierarchical Modular Models written by Bernard P. Zeigler and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-10 with Technology & Engineering categories.


Object-Oriented Simulation with Hierarchical, Modular Models: Intelligent Agents and Endomorphic Systems describes an approach to object-oriented discrete event simulation and the concepts of hierarchical, modular model construction, The implementation of the concepts of multifaceted modeling methodology in the DEVS-Scheme modeling and simulation environment is discussed. The use of the DEVS-Scheme environment in modeling artificial intelligent agents is also considered, along with the concept of endomorphism to characterize the application of self-embedded models, including models of self. Comprised of 15 chapters, this book begins with an overview of the dimensions of knowledge representation in simulation environments, followed by a discussion on object-oriented programming as well as the concepts of modular, hierarchical models and the system entity structure. Subsequent chapters focus on digraph-models and experimental frames; DEVS formalism and DEVS-Scheme simulation environment; a model base for simple multi-computer architectures; and rule-based specification of atomic models. Model bases in endomorphic systems and intelligent agents are also examined. This monograph will be of interest to simulation theorists as well as practitioners and researchers in the fields of artificial intelligence, systems engineering, computer science and engineering, and operations research.



Simulation Modeling And Programming For Autonomous Robots


Simulation Modeling And Programming For Autonomous Robots
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Author : Davide Brugali
language : en
Publisher: Springer
Release Date : 2014-09-19

Simulation Modeling And Programming For Autonomous Robots written by Davide Brugali and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-19 with Computers categories.


This book constitutes the refereed proceedings of the 4th International Conference on Simulation, Modeling, and Programming for Autonomous Robots, SIMPAR 2014, held in Bergamo, Italy, in October 2014. The 49 revised full papers presented were carefully reviewed and selected from 62 submissions. The papers are organized in topical sections on simulation, modeling, programming, architectures, methods and tools, and systems and applications.



Interdisciplinary Applications Of Agent Based Social Simulation And Modeling


Interdisciplinary Applications Of Agent Based Social Simulation And Modeling
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Author : Adamatti, Diana Francisca
language : en
Publisher: IGI Global
Release Date : 2014-04-30

Interdisciplinary Applications Of Agent Based Social Simulation And Modeling written by Adamatti, Diana Francisca and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-30 with Computers categories.


Social simulation can be a difficult discipline to encompass fully. There are many methods, models, directions, and theories that can be discussed and applied to various social sciences. Anthropology, sociology, political science, economy, government, and management can all benefit from social simulation. Interdisciplinary Applications of Agent-Based Social Simulation and Modeling aims to bring a different perspective to this interdisciplinary topic. This book presents current discussions and new insights on social simulation as a whole, focusing on its dangers, pitfalls, deceits, and challenges. This book is an essential reference for researchers in this field, professionals using social simulation, and even students studying this discipline.



Practical Simulations For Machine Learning


Practical Simulations For Machine Learning
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Author : Paris Buttfield-Addison
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-06-07

Practical Simulations For Machine Learning written by Paris Buttfield-Addison and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-07 with Computers categories.


Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can synthesize artificial data using simulations to train traditional machine learning models.That’s just the beginning. With this practical book, you’ll explore the possibilities of simulation- and synthesis-based machine learning and AI, concentrating on deep reinforcement learning and imitation learning techniques. AI and ML are increasingly data driven, and simulations are a powerful, engaging way to unlock their full potential. You'll learn how to: Design an approach for solving ML and AI problems using simulations with the Unity engine Use a game engine to synthesize images for use as training data Create simulation environments designed for training deep reinforcement learning and imitation learning models Use and apply efficient general-purpose algorithms for simulation-based ML, such as proximal policy optimization Train a variety of ML models using different approaches Enable ML tools to work with industry-standard game development tools, using PyTorch, and the Unity ML-Agents and Perception Toolkits