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Author: Publisher: ISBN: Category : Languages : en Pages : 46
Book Description
This paper summarizes the past eight years of research in the application of Artificial Intelligence to Simulation. Our focus has been in two areas: the use of AI knowledge representation techniques for the modeling of complex systems, and the codification of simulation expertise so that it can be used to manage the simulation life cycle. The Knowledge Based Simulation system is an embodiment of this research. It provides a complete Simulation Decision Support Environment for the modeling, validation, simulation and analysis of complex systems. KBS has been applied to a variety of problems including factory and distribution system analysis. By using a frame language to represent domain concepts, such as object structure, and goals, there is a one to one correspondence between the domain and the simulation model 2. Secondly, by using rules to represent object behavior, the specification and modification of the behaviors become easier. Lastly, explanation techniques developed around rule based systems provide the basis for explaining event behaviors. (Life cycle management.) (JHD).
Author: Publisher: ISBN: Category : Languages : en Pages : 46
Book Description
This paper summarizes the past eight years of research in the application of Artificial Intelligence to Simulation. Our focus has been in two areas: the use of AI knowledge representation techniques for the modeling of complex systems, and the codification of simulation expertise so that it can be used to manage the simulation life cycle. The Knowledge Based Simulation system is an embodiment of this research. It provides a complete Simulation Decision Support Environment for the modeling, validation, simulation and analysis of complex systems. KBS has been applied to a variety of problems including factory and distribution system analysis. By using a frame language to represent domain concepts, such as object structure, and goals, there is a one to one correspondence between the domain and the simulation model 2. Secondly, by using rules to represent object behavior, the specification and modification of the behaviors become easier. Lastly, explanation techniques developed around rule based systems provide the basis for explaining event behaviors. (Life cycle management.) (JHD).
Author: Mark S. Fox Publisher: ISBN: Category : Simulation methods Languages : en Pages : 41
Book Description
This paper summarizes the past eight years of research in the application of Artificial Intelligence to Simulation. Our focus has been in two areas: the use of AI knowledge representation techniques for the modeling of complex systems, and the codification of simulation expertise so that it can be used to manage the simulation life cycle. The Knowledge Based Simulation system is an embodiment of this research. It provides a complete Simulation Decision Support Environment for the modeling, validation, simulation and analysis of complex systems. KBS has been applied to a variety of problems including factory and distribution system analysis. By using a frame language to represent domain concepts, such as object structure, and goals, there is a one to one correspondence between the domain and the simulation model 2. Secondly, by using rules to represent object behavior, the specification and modification of the behaviors become easier. Lastly, explanation techniques developed around rule based systems provide the basis for explaining event behaviors. (Life cycle management.) (JHD).
Author: George Winston Zobrist Publisher: Intellect Books ISBN: Category : Computers Languages : en Pages : 312
Book Description
Contributions from researchers and practitioners explore a spectrum of topics, including simulation software, parallel simulation techniques, knowledge-based simulations, simulation of neural nets, object-orientated simulation reuse of simulation models, and applications of simulation in areas such as architecture, manufacturing, LANs and others. These volumes are intended for a wide audience - those professionally involved in simulation research and applications, scholars and technical managers.
Author: Fevzi Belli Publisher: Springer Science & Business Media ISBN: 9783540556015 Category : Computers Languages : en Pages : 720
Book Description
This volume contains the 5 invited papers and 72 selected papers that were presented at the Fifth International Conference on Industrial and Engineering Applications of Artificial Intelligence. This is the first IEA/AIE conference to take place outside the USA: more than 120 papers were received from 23 countries, clearly indicating the international character of the conference series. Each paper was reviewed by at least three referees. The papers are grouped into parts on: CAM, reasoning and modelling, pattern recognition, software engineering and AI/ES, CAD, vision, verification and validation, neural networks, machine learning, fuzzy logic and control, robotics, design and architecture, configuration, finance, knowledge-based systems, knowledge representation, knowledge acquisition and language processing, reasoning and decision support, intelligent interfaces/DB and tutoring, fault diagnosis, planning and scheduling, and data/sensor fusion.
Author: David J Williams Publisher: Newnes ISBN: 1483144771 Category : Technology & Engineering Languages : en Pages : 208
Book Description
Manufacturing Cells: Control, Programming and Integration presents the issues surrounding the integration of manufacturing cells and small manufacturing systems. This book provides a variety of topics, including generally applicable cell controllers, cell management, and cell control. Organized into eight chapters, this book begins with an overview of the methods that allow the effective and fast integration of manufacturing devices into automated manufacturing cells. This text then describes the cell controller as being one element of a computer-integrated management system. Other chapters consider the innovative approach to the design, implementation, and integration of cell controllers in a manufacturing system. This book discusses as well the cell management language, which is a powerful computing environment for building complex manufacturing systems. The final chapter deals with the methods for describing the real-time, decision-making logic that is needed to control manufacturing cells. This book is a valuable resource for manufacturing engineers, managers, and supervisors.
Author: Günter Fandel Publisher: Springer Science & Business Media ISBN: 3642775373 Category : Business & Economics Languages : en Pages : 527
Book Description
Basically five problems areas are addressed by operations research specialists in the manufacturing domain: theore- tical and practical aspectsin production planning, facility layout, inventory control, tool management and scheduling. Some of these problems can be solved off-line, while others must be treated as real-time problems impacted by the changing state of the system. Additionally, all of these problems have to be dealt with in an integrated systems framework. Several new topics have recently appeared in the scientific literature which now attract the interest of operations researchers. These include distributed real-time scheduling, hierarchical and heterarchical control systems, integrated algorithms for design, process planning, and equipment level programming, material handling in a finite capacity resource environment, and designing and implementing distributed data management systems. The contributions of these proceedings represent new andunique theoretical developments and applications related to these new topics. They deal with modelling production structures and applying expert systems or neural networks to production systems. Mathematical programming, control theory, simulation, genetic algorithms, tabu search, and simulated annealing are applied as solutiton techniques.
Author: Van Nam Huynh Publisher: Springer Science & Business Media ISBN: 3319028219 Category : Technology & Engineering Languages : en Pages : 435
Book Description
The field of Knowledge and Systems Engineering (KSE) has experienced rapid development and inspired many applications in the world of information technology during the last decade. The KSE conference aims at providing an open international forum for presentation, discussion and exchange of the latest advances and challenges in research of the field. These proceedings contain papers presented at the Fifth International Conference on Knowledge and Systems Engineering (KSE 2013), which was held in Hanoi, Vietnam, during 17–19 October, 2013. Besides the main track of contributed papers, which are compiled into the first volume, the conference also featured several special sessions focusing on specific topics of interest as well as included one workshop, of which the papers form the second volume of these proceedings. The book gathers a total of 68 papers describing recent advances and development on various topics including knowledge discovery and data mining, natural language processing, expert systems, intelligent decision making, computational biology, computational modeling, optimization algorithms, and industrial applications.
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Author: Mark S. Fox
Author: George Winston Zobrist
Author: United States. National Aeronautics and Space Administration
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Author: Fevzi Belli
Author: David J Williams
Author: Günter Fandel
Author: Van Nam Huynh