X Machines For Agent Based Modeling

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Scientiae Mathematicae Japonicae

Scientiae Mathematicae Japonicae written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Mathematics categories.

X Machines For Agent Based Modeling

X Machines For Agent Based Modeling written by Mariam Kiran and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-30 with Computers categories.

From the Foreword: "This book exemplifies one of the most successful approaches to modeling and simulating [the] new generation of complex systems. FLAME was designed to make the building of large scale complex systems models straightforward and the simulation code that it generates is highly efficient and can be run on any modern technology. FLAME was the first such platform that ran efficiently on high performance parallel computers and a version for GPU technology is also available. At its heart, and the reason why it is so efficient and robust, is the use of a powerful computational model ‘Communicating X-machines’ which is general enough to cope with most types of modelling problems. As well as being increasingly important in academic research, FLAME is now being applied in industry in many different application areas. This book describes the basics of FLAME and is illustrated with numerous examples." —Professor Mike Holcombe, University of Sheffield, UK Agent-based models have shown applications in various fields such as biology, economics, and social science. Over the years, multiple agent-based modeling frameworks have been produced, allowing experts with non-computing background to easily write and simulate their models. However, most of these models are limited by the capability of the framework, the time it takes for a simulation to finish, or how to handle the massive amounts of data produced. FLAME (Flexible Large-scale Agent-based Modeling Environment) was produced and developed through the years to address these issues. This book contains a comprehensive summary of the field, covers the basics of FLAME, and shows how concepts of X-machines, can be stretched across multiple fields to produce agent models. It has been written with several audiences in mind. First, it is organized as a collection of models, with detailed descriptions of how models can be designed, especially for beginners. A number of theoretical aspects of software engineering and how they relate to agent-based models are discussed for students interested in software engineering and parallel computing. Finally, it is intended as a guide to developers from biology, economics, and social science, who want to explore how to write agent-based models for their research area. By working through the model examples provided, anyone should be able to design and build agent-based models and deploy them. With FLAME, they can easily increase the agent number and run models on parallel computers, in order to save on simulation complexity and waiting time for results. Because the field is so large and active, the book does not aim to cover all aspects of agent-based modeling and its research challenges. The models are presented to show researchers how they can build complex agent functions for their models. The book demonstrates the advantage of using agent-based models in simulation experiments, providing a case to move away from differential equations and build more reliable, close to real, models. The Open Access version of this book, available at https://doi.org/10.1201/9781315370729, has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.

Multi Agent Systems And Applications

Multi Agent Systems And Applications written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Artificial intelligence categories.

Journal Of The Royal Society Interface

Journal Of The Royal Society Interface written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Life sciences categories.

Agent Based Approaches In Economic And Social Complex Systems

Agent Based Approaches In Economic And Social Complex Systems written by Akira Namatame and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.

Multi Agent Based Simulation

Multi Agent Based Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computer simulation categories.

Machine Learning Ecml

Machine Learning Ecml written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Induction (Logic) categories.

Enabling Technologies For Simulation Science X

Enabling Technologies For Simulation Science X written by Dawn A. Trevisani and has been published by SPIE-International Society for Optical Engineering this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.

Proceedings of SPIE present the original research papers presented at SPIE conferences and other high-quality conferences in the broad-ranging fields of optics and photonics. These books provide prompt access to the latest innovations in research and technology in their respective fields. Proceedings of SPIE are among the most cited references in patent literature.

Multi Agent And Multi Agent Based Simulation

Multi Agent And Multi Agent Based Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer simulation categories.

Simulation For The Social Scientist

Simulation For The Social Scientist written by G. Nigel Gilbert and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Psychology categories.

Gilbert (sociology, U. of Surrey) and Troitzsch (social science informatics, U. of Koblenz-Landau, Germany) offer a practical textbook on techniques for building simulations to assist the understanding of social and economics issues. They explain what computer simulation can contribute to the social sciences, which of the many approaches to simulation would be best for a particular research project, and how to design and carry out a simulation and analyze the results. Computer scientists might also benefit from reading what functions social scientists need and what problems they have with existing packages. US distribution by Taylor and Francis. Annotation copyrighted by Book News, Inc., Portland, OR