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Author: Arnaud Banos
Publisher: Elsevier
ISBN: 0081010648
Category : Computers
Languages : en
Pages : 234
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Book Description
Whereas Volume 1 introduced the NetLogo platform as a means of prototyping simple models, this second volume focuses on the advanced use of NetLogo to connect both data and theories, making it ideal for the majority of scientific communities. The authors focus on agent-based modeling of spatialized phenomena with a methodological and practical orientation, demonstrating how advanced agent-based spatial simulation methods and technics can be implemented. This book provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content. - Illustrates advanced concepts and methods in agent-based spatial simulation - Features practical examples developed, and commented on, in a unique platform - Provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content
Author: Arnaud Banos
Publisher: Elsevier
ISBN: 0081010648
Category : Computers
Languages : en
Pages : 234
Get Book Here
Book Description
Whereas Volume 1 introduced the NetLogo platform as a means of prototyping simple models, this second volume focuses on the advanced use of NetLogo to connect both data and theories, making it ideal for the majority of scientific communities. The authors focus on agent-based modeling of spatialized phenomena with a methodological and practical orientation, demonstrating how advanced agent-based spatial simulation methods and technics can be implemented. This book provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content. - Illustrates advanced concepts and methods in agent-based spatial simulation - Features practical examples developed, and commented on, in a unique platform - Provides theoretical and conceptual backgrounds, as well as algorithmic and technical insights, including code and applets, so that readers can test and re-use most of its content
Author: Arnaud Banos
Publisher: ISTE Group
ISBN: 1784052477
Category : Multiagent systems
Languages : fr
Pages : 219
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Book Description
Faisant suite au premier volume qui introduit la plate-forme NetLogo comme un moyen de prototypage de modèles simples, ce deuxième volume se concentre sur l’utilisation avancée de NetLogo pour connecter les données et les théories, ce qui en fait un outil essentiel pour la communauté scientifique. Simulation spatiale à base d’agents avec NetLogo 2 se concentre sur la modélisation par agents des phénomènes spatialisés à travers une approche méthodologique et pratique. Il démontre comment les méthodes et les techniques avancées de simulation spatiale basées sur les agents peuvent être mises en oeuvre. Cet ouvrage permet d’approfondir les bases théoriques et conceptuelles dans le domaine de la modélisation ainsi que les connaissances algorithmiques et techniques de l'informatique en vue de mettre en oeuvre les modèles produits.
Author: Arnaud Banos
Publisher: ISTE Group
ISBN: 1784050474
Category :
Languages : fr
Pages : 241
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Book Description
La simulation spatiale à base d’agents a connu un essor considérable au sein de la communauté scientifique, mais également auprès de nombreuses disciplines de sciences sociales. Les modèles agents sont tout aussi bien des outils de compréhension, de prospection et de scénarisation, que des médias de l’échange interdisciplinaire. Proposant une approche méthodologique au travers d’un exemple fil rouge inspirée d’une problématique réelle en épidémiologie, cet ouvrage étudie la modélisation à base d'agents des phénomènes spatialisés ainsi que les possibilités d’exploration de modèles agent offertes par la plateforme NetLogo (modèles agrégés, systèmes dynamiques, systèmes multi-acteurs). Guide pédagogique, il s’appuie sur des techniques reconnues de modélisation et de prospection via des méthodes d’exploration et de scénarisation par simulation participative.
Author: Arnaud Banos
Publisher:
ISBN: 9782746226357
Category :
Languages : fr
Pages : 239
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Book Description
Author: Scott Moss
Publisher: Springer Science & Business Media
ISBN: 354041522X
Category : Business & Economics
Languages : en
Pages : 275
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Book Description
This book is devoted to investigating and developing the synergy between software engineering for multi-agent systems and agent-based social simulation; it originates from the Second International Workshop on Multi-Agend-Based Simulation, MABS 2000, held in Boston, MA, USA in July 2000, in conjunction with ICAMS 2000. Besides the thoroughly revised full papers accepted for presentation at the workshop, two invited papers and an introductory survey by one of the volume editors have been added in order to round off the scope and achieve complete coverage of all relevant topics. The book competently surveys the state of the art in the area by offering topical sections on model design issues, applications, simulating social relations and processes, and formal approaches.
Author: S. Taylor
Publisher: Springer
ISBN: 1137453648
Category : Business & Economics
Languages : en
Pages : 223
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Book Description
Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.
Author: Michel Étienne
Publisher: Springer Science & Business Media
ISBN: 9401785570
Category : Science
Languages : en
Pages : 403
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Book Description
This book introduces the companion modelling approach by presenting the stance that underpins it, the methods and tools used with stakeholders and the specific role of models during the process. It addresses the means to deal with the different levels of decision-making and to take into account the various power relationships. It proposes a methodology to assess the impact of the approach on the stakeholders involved in the process. The book includes 27 case studies and 7 teaching tools that describe the successful use of the approach in a variety of settings or teaching contexts. It is intended for researchers working on rural development or renewable resources management, as well as students and teachers.
Author: Ruth Scheps
Publisher: John Wiley & Sons
ISBN: 1786306816
Category : Art
Languages : en
Pages : 194
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Book Description
Art and science are not separate universes. This book explores this claim by showing how mathematics, geometry and numerical approaches contribute to the construction of works of art. This applies not only to modern visual artists but also to important artists of the past. To illustrate this, this book studies Leonardo da Vinci, who was both an engineer and a painter, and whose paintings can be perfectly modeled using simple geometric curves. The world gains intelligibility through elegant mathematical frameworks – from the projective spaces of painting to the most complex phase spaces of theoretical physics. A living example of this interdisciplinarity would be the sculptures of Jean Letourneur, a specialist in both chaos sciences and carving, as evidenced in his stonework. This book also exemplifies the geometry and life of forms through contemporary works of art – including fractal art – which have never before been represented in this type of work.
Author: Andrew Crooks
Publisher: SAGE
ISBN: 1526454181
Category : Social Science
Languages : en
Pages : 458
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Book Description
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.
Author: Mohd Hafiz Mohd
Publisher: Springer
ISBN: 9789811626319
Category : Mathematics
Languages : en
Pages : 441
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Book Description
This book discusses the latest progresses and developments on complex systems research and intends to give an exposure to prospective readers about the theoretical and practical aspects of mathematical modelling, numerical simulation and agent-based modelling frameworks. The main purpose of this book is to emphasize a unified approach to complex systems analysis, which goes beyond to examine complicated phenomena of numerous real-life systems; this is done by investigating a huge number of components that interact with each other at different (microscopic and macroscopic) scales; new insights and emergent collective behaviours can evolve from the interactions between individual components and also with their environments. These tools and concepts permit us to better understand the patterns of various real-life systems and help us to comprehend the mechanisms behind which distinct factors shaping some complex systems phenomena being influenced. This book is published in conjunction with the International Workshop on Complex Systems Modelling & Simulation 2019 (CoSMoS 2019): IoT & Big Data Integration. This international event was held at the Universiti Sains Malaysia Main Campus, Penang, Malaysia, from 8 to 11 April 2019. This book appeals to readers interested in complex systems research and other related areas such as mathematical modelling, numerical simulation and agent-based modelling frameworks.
