Theoretical and Practical Frameworks for Agent-Based Systems
Title | Theoretical and Practical Frameworks for Agent-Based Systems PDF eBook |
Author | Zhang, Yu |
Publisher | IGI Global |
Pages | 343 |
Release | 2012-05-31 |
Genre | Computers |
ISBN | 1466615664 |
Many everyday dilemmas existing in the real world are complex and difficult to solve or fix, ranging from tax evasion to dispatching taxis to scheduling patient visits in hospitals, and much more. Within these complicated problems, however, lies the potential to be simplified or solved by intelligent agents and multi-agent systems. Theoretical and Practical Frameworks for Agent-Based Systems tackles these real problems and many more, bringing the theoretical research of intelligent agents to researchers and practitioners in academia, government, and innumerable industries. Professionals and experts in every field ranging from education to healthcare and beyond will find this reference to be essential in the understanding of agents, and researchers currently working in the field of intelligent agents will benefit from this exciting examination of practical applications.
Agent-Based Modelling of Socio-Technical Systems
Title | Agent-Based Modelling of Socio-Technical Systems PDF eBook |
Author | Koen H. van Dam |
Publisher | Springer Science & Business Media |
Pages | 285 |
Release | 2012-10-09 |
Genre | Computers |
ISBN | 9400749325 |
Decision makers in large scale interconnected network systems require simulation models for decision support. The behaviour of these systems is determined by many actors, situated in a dynamic, multi-actor, multi-objective and multi-level environment. How can such systems be modelled and how can the socio-technical complexity be captured? Agent-based modelling is a proven approach to handle this challenge. This book provides a practical introduction to agent-based modelling of socio-technical systems, based on a methodology that has been developed at TU Delft and which has been deployed in a large number of case studies. The book consists of two parts: the first presents the background, theory and methodology as well as practical guidelines and procedures for building models. In the second part this theory is applied to a number of case studies, where for each model the development steps are presented extensively, preparing the reader for creating own models.
Agent-Based Modelling and Geographical Information Systems
Title | Agent-Based Modelling and Geographical Information Systems PDF eBook |
Author | Andrew Crooks |
Publisher | SAGE Publications Limited |
Pages | 0 |
Release | 2019-01-16 |
Genre | Social Science |
ISBN | 9781473958654 |
This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.
Frameworks for Developing Efficient Information Systems: Models, Theory, and Practice
Title | Frameworks for Developing Efficient Information Systems: Models, Theory, and Practice PDF eBook |
Author | Krogstie, John |
Publisher | IGI Global |
Pages | 432 |
Release | 2013-06-30 |
Genre | Computers |
ISBN | 1466641622 |
As advances in technology continue to generate the collective knowledge of an organization and its operations, strategic models for information systems are developed in order to arrange business processes and business data. Frameworks for Developing Efficient Information Systems: Models, Theory, and Practice presents research and practices on the advancements in systems analysis and design. These theoretical frameworks and practical solutions are useful for researchers, practitioners, and academicians as this book aims to bridge the communication gap between business managers and system designers.
Agent-Based Manufacturing
Title | Agent-Based Manufacturing PDF eBook |
Author | S.M. Deen |
Publisher | Springer Science & Business Media |
Pages | 326 |
Release | 2013-04-17 |
Genre | Computers |
ISBN | 3662056240 |
Low-volume high-variety products like personalized cars or customized engines will be the key issues for manufacturing in the 21st century. The necessary control technology is based on the concept of holons, which are the units of production and behave as autonomous and cooperative agents, providing flexibility, adaptability, agility, and dynamic reconfigurability. This book presents the latest research results in agent-based manufacturing as carried out by researchers in academia and industry within the international "Holonic Manufacturing Systems" project. As this project was driven by industry, the results presented here are of vital interest not just to researchers in agent technologies or distributed artificial intelligence, but also to engineers and professionals in industry who have to respond to rapid changes and new demands in production.
SOFSEM 2014: Theory and Practice of Computer Science
Title | SOFSEM 2014: Theory and Practice of Computer Science PDF eBook |
Author | Viliam Geffert |
Publisher | Springer |
Pages | 548 |
Release | 2014-01-20 |
Genre | Computers |
ISBN | 331904298X |
This book constitutes the refereed proceedings of the 40th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2014, held in Nový Smokovec, Slovakia, in January 2014. The 40 revised full papers presented in this volume were carefully reviewed and selected from 104 submissions. The book also contains 6 invited talks. The contributions covers topics as: Foundations of Computer Science, Software and Web Engineering, as well as Data, Information and Knowledge Engineering and Cryptography, Security and Verification.
Formal Approaches to Agent-Based Systems
Title | Formal Approaches to Agent-Based Systems PDF eBook |
Author | James L. Rash |
Publisher | Springer |
Pages | 378 |
Release | 2003-06-29 |
Genre | Computers |
ISBN | 3540454845 |
This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Formal Approaches to Agent-Based Systems, FAABS 2000, held in Greenbelt, MD, USA, in April 2000. The 22 revised full papers presented together with 13 posters and two panel discussion reports were carefully reviewed and improved for inclusion in the book. The papers are organized in topical sections on verifying agents' mental states, synthesizing agents initially, frameworks and formalizations, modeling and execution, inter-agent communication, and adaptive agents.