agent based and individual based modeling a practical introduction

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Agent Based And Individual Based Modeling

Author : Steven F. Railsback
ISBN : 9780691136745
Genre : Science
File Size : 33. 69 MB
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Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and behaviors of the agents making up these systems. This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models. It starts with the fundamentals of modeling and provides an introduction to NetLogo, an easy-to-use, free, and powerful software platform. Nine chapters then each introduce an important modeling concept and show how to implement it using NetLogo. The book goes on to present strategies for finding the right level of model complexity and developing theory for agent behavior, and for analyzing and learning from models. Agent-Based and Individual-Based Modeling features concise and accessible text, numerous examples, and exercises using small but scientific models. The emphasis throughout is on analysis--such as software testing, theory development, robustness analysis, and understanding full models--and on design issues like optimizing model structure and finding good parameter values. The first hands-on introduction to agent-based modeling, from conceptual design to computer implementation to parameterization and analysis Provides an introduction to NetLogo with nine chapters introducing an important modeling concept and showing how to implement it using NetLogo Filled with examples and exercises, with updates and supplementary materials at http://www.railsback-grimm-abm-book.com/ Designed for students and researchers across the biological and social sciences Written by leading practitioners Leading universities that have adopted this book include: Amherst College Brigham Young University Carnegie Mellon University Cornell University Miami University Northwestern University Old Dominion University Portland State University Rhodes College Susquehanna University University College, Dublin University of Arizona University of British Columbia University of Michigan University of South Florida University of Texas at Austin University of Virginia

Agent Based And Individual Based Modeling

Author : Steven F. Railsback
ISBN : 0691136734
Genre : Science
File Size : 40. 9 MB
Format : PDF, Docs
Download : 115
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Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and behaviors of the agents making up these systems. This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models. It starts with the fundamentals of modeling and provides an introduction to NetLogo, an easy-to-use, free, and powerful software platform. Nine chapters then each introduce an important modeling concept and show how to implement it using NetLogo. The book goes on to present strategies for finding the right level of model complexity and developing theory for agent behavior, and for analyzing and learning from models. Agent-Based and Individual-Based Modeling features concise and accessible text, numerous examples, and exercises using small but scientific models. The emphasis throughout is on analysis--such as software testing, theory development, robustness analysis, and understanding full models--and on design issues like optimizing model structure and finding good parameter values. The first hands-on introduction to agent-based modeling, from conceptual design to computer implementation to parameterization and analysis Provides an introduction to NetLogo with nine chapters introducing an important modeling concept and showing how to implement it using NetLogo Filled with examples and exercises, with updates and supplementary materials at http://www.railsback-grimm-abm-book.com/ Designed for students and researchers across the biological and social sciences Written by leading practitioners Leading universities that have adopted this book include: Amherst College Brigham Young University Carnegie Mellon University Cornell University Miami University Northwestern University Old Dominion University Portland State University Rhodes College Susquehanna University University College, Dublin University of Arizona University of British Columbia University of Michigan University of South Florida University of Texas at Austin University of Virginia

Anatomie Des Sozialen Prinzipien Der Analytischen Soziologie

Author : Peter Hedström
ISBN : 3531153978
Genre : Social Science
File Size : 71. 38 MB
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Einer der weltweit führenden Soziologen, Peter Hedström, zeichnet die Grundlagen einer analytischen Soziologie nach. Er argumentiert für eine erklärende Soziologie, die Theorie und Empirie miteinander verbindet.

Lebensbedingungen In Deutschland In Der L Ngsschnittperspektive

Author : Marco Giesselmann
ISBN : 9783658192068
Genre : Social Science
File Size : 33. 88 MB
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Die vorliegende Festschrift würdigt die wissenschaftliche Karriere von Hans-Jürgen Andreß, während der er die Methodenentwicklung im Bereich längsschnittlicher Analysemethoden geprägt und einflussreiche empirische Studien zu Armut, Ungleichheit und den Folgen kritischer Lebensereignisse vorgelegt hat. Der Band vereint nun diese Aspekte und versammelt empirische Studien, welche auf Basis längsschnittlicher analytischer Designs verschiedene Formen sozialer Ungleichheit in Deutschland untersuchen. In unterschiedlichen thematischen Feldern erarbeiten die Beiträge Erklärungen für Ungleichheitspositionen und untersuchen insbesondere deren Einbettung in den Lebensverlauf. Neben ihrem konkreten empirischen Forschungsbeitrag demonstrieren die Studien damit gleichzeitig die analytischen Potentiale längsschnittlicher Designs und der vorhandenen längsschnittlichen Dateninfrastruktur in Deutschland. /div Die Herausgeber Prof. Dr. Marco Giesselmann ist Juniorprofessor an der Universität Bielefeld und Mitarbeiter des DIW Berlin.Prof. Dr. Katrin Golsch ist Professorin für Quantitative Methoden der empirischen Sozialforschung und Sozialstrukturanalyse am Institut für Sozialwissenschaften der Universität Osnabrück.Prof. Dr. Henning Lohmann ist Professur für Soziologie am Fachbereich Sozialökonomie der Universität Hamburg.Dr. Alexander Schmidt-Catran ist akademischer Rat am Institut für Soziologie und Sozialpsychologie (ISS) an der Universität zu Köln. /div

Mathematische Statistik

Author : Bartel L. van der Waerden
ISBN : 9783642649745
Genre : Mathematics
File Size : 36. 94 MB
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Die Musik Afrikas

Author : Joseph H. Kwabena Nketia
ISBN : 379590255X
Genre : Music
File Size : 78. 32 MB
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Agent Based Modeling And Simulation In Archaeology

Author : Gabriel Wurzer
ISBN : 9783319000084
Genre : Science
File Size : 34. 44 MB
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Archaeology has been historically reluctant to embrace the subject of agent-based simulation, since it was seen as being used to "re-enact" and "visualize" possible scenarios for a wider (generally non-scientific) audience, based on scarce and fuzzy data. Furthermore, modeling "in exact terms" and programming as a means for producing agent-based simulations were simply beyond the field of the social sciences. This situation has changed quite drastically with the advent of the internet age: Data, it seems, is now ubiquitous. Researchers have switched from simply collecting data to filtering, selecting and deriving insights in a cybernetic manner. Agent-based simulation is one of the tools used to glean information from highly complex excavation sites according to formalized models, capturing essential properties in a highly abstract and yet spatial manner. As such, the goal of this book is to present an overview of techniques used and work conducted in that field, drawing on the experience of practitioners.

Diskrete Simulation

Author : Bernd Page
ISBN : 9783642768620
Genre : Computers
File Size : 87. 6 MB
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Agent Based Modelling And Geographical Information Systems

Author : Andrew Crooks
ISBN : 9781526454164
Genre : Social Science
File Size : 39. 11 MB
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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 behaviour; visualisation and 3D ABM; using Big Geosocial Data, GIS and ABM. 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.

Die Grenzen Des Denkens

Author : Donella H. Meadows
ISBN : 386581199X
Genre :
File Size : 48. 39 MB
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Anschauliche und leicht verständliche Einführung in das Gebiet komplexer Systeme, die es überall in Wirtschaft und Gesellschaft sowie in den Naturwissenschaften gibt.

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