[PDF] Agent Based And Individual Based Modeling

Agent Based and Individual Based Modeling PDF
Author: Steven F. Railsback
Publisher: Princeton University Press
ISBN: 0691190046
Size: 27.65 MB
Format: PDF, ePub, Docs
Category : Science
Languages : en
Pages :
View: 7609

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Agent Based And Individual Based Modeling

by Steven F. Railsback, release date 2019-03-26, Agent Based And Individual Based Modeling Books available in PDF, EPUB, Mobi Format. Download Agent Based And Individual Based Modeling books, The essential textbook on agent-based modeling—now fully updated and expanded Agent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, and an enhanced text for easier comprehension, this is the essential resource for anyone seeking to understand how the dynamics of biological, social, and other complex systems arise from the characteristics of the agents that make up these systems. Steven Railsback and Volker Grimm lead students stepwise through the processes of designing, programming, documenting, and doing scientific research with agent-based models, focusing on the adaptive behaviors that make these models necessary. They cover the fundamentals of modeling and model analysis, introduce key modeling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modeling, an invaluable strategy for modeling real-world problems and developing theory. This accessible and authoritative book focuses on modeling as a tool for understanding real complex systems. It explains how to pose a specific question, use observations from actual systems to design models, write and test software, and more. A hands-on introduction that guides students from conceptual design to computer implementation to analysis Filled with new examples and exercises and compatible with the latest version of NetLogo Ideal for students and researchers across the natural and social sciences Written by two leading practitioners Supported by extensive instructional materials at www.railsback-grimm-abm-book.com




[PDF] Cognitive Agent Based Computing I

Cognitive Agent based Computing I PDF
Author: Muaz A Niazi
Publisher: Springer Science & Business Media
ISBN: 9400738528
Size: 49.93 MB
Format: PDF, ePub, Docs
Category : Medical
Languages : en
Pages : 55
View: 5791

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Cognitive Agent Based Computing I

by Muaz A Niazi, release date 2012-10-31, Cognitive Agent Based Computing I Books available in PDF, EPUB, Mobi Format. Download Cognitive Agent Based Computing I books, Complex Systems are made up of numerous interacting sub-components. Non-linear interactions of these components or agents give rise to emergent behavior observable at the global scale. Agent-based modeling and simulation is a proven paradigm which has previously been used for effective computational modeling of complex systems in various domains. Because of its popular use across different scientific domains, research in agent-based modeling has primarily been vertical in nature. The goal of this manuscript is to provide a single hands-on guide to developing cognitive agent-based models for the exploration of emergence across various types of complex systems. We present practical ideas and examples for researchers and practitioners for the building of agent-based models using a horizontal approach - applications are demonstrated in a number of exciting domains as diverse as wireless sensors networks, peer-to-peer networks, complex social systems, research networks, epidemiological HIV​




[PDF] Agent Based And Individual Based Modeling

Agent Based and Individual Based Modeling PDF
Author: Steven F. Railsback
Publisher: Princeton University Press
ISBN: 0691190836
Size: 75.19 MB
Format: PDF, ePub
Category : Science
Languages : en
Pages : 360
View: 6820

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Agent Based And Individual Based Modeling

by Steven F. Railsback, release date 2019-03-26, Agent Based And Individual Based Modeling Books available in PDF, EPUB, Mobi Format. Download Agent Based And Individual Based Modeling books, The essential textbook on agent-based modeling—now fully updated and expanded Agent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, and an enhanced text for easier comprehension, this is the essential resource for anyone seeking to understand how the dynamics of biological, social, and other complex systems arise from the characteristics of the agents that make up these systems. Steven Railsback and Volker Grimm lead students stepwise through the processes of designing, programming, documenting, and doing scientific research with agent-based models, focusing on the adaptive behaviors that make these models necessary. They cover the fundamentals of modeling and model analysis, introduce key modeling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modeling, an invaluable strategy for modeling real-world problems and developing theory. This accessible and authoritative book focuses on modeling as a tool for understanding real complex systems. It explains how to pose a specific question, use observations from actual systems to design models, write and test software, and more. A hands-on introduction that guides students from conceptual design to computer implementation to analysis Filled with new examples and exercises and compatible with the latest version of NetLogo Ideal for students and researchers across the natural and social sciences Written by two leading practitioners Supported by extensive instructional materials at www.railsback-grimm-abm-book.com




[PDF] Agent Based Models

Agent Based Models PDF
Author: Nigel Gilbert
Publisher: SAGE Publications, Incorporated
ISBN: 9781506355603
Size: 53.90 MB
Format: PDF, ePub, Mobi
Category : Social Science
Languages : en
Pages : 128
View: 2777

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Agent Based Models

by Nigel Gilbert, release date 2019-12-17, Agent Based Models Books available in PDF, EPUB, Mobi Format. Download Agent Based Models books, Agent-based simulation has become increasingly popular as a modeling approach in the social sciences because it enables researchers to build models where individual entities and their interactions are directly represented. The Second Edition of Nigel Gilbert's Agent-Based Models introduces this technique; considers a range of methodological and theoretical issues; shows how to design an agent-based model, with a simple example; offers some practical advice about developing, verifying and validating agent-based models; and finally discusses how to plan an agent-based modelling project, publish the results and apply agent-based modeling to formulate and evaluate social and economic policies. A website to accompany the book includes a simulation using NetLogo.




[PDF] Agent Based Modeling And Simulation I

Agent Based Modeling and Simulation I PDF
Author: Juan Martin Garcia
Publisher: Independently Published
ISBN:
Size: 14.22 MB
Format: PDF, Mobi
Category :
Languages : en
Pages : 260
View: 4587

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Agent Based Modeling And Simulation I

by Juan Martin Garcia, release date 2021-01-26, Agent Based Modeling And Simulation I Books available in PDF, EPUB, Mobi Format. Download Agent Based Modeling And Simulation I books, An Agent Based Model (ABM) allows simulating the actions and interactions of many agents or entities in order to evaluate their impact on the system as a whole. These models are used in areas such as industry, business, biology, ecology, and the social sciences. CONTRIBUTIONS - IMMEDIATE RESULTS. From the first pages the reader is already able to create a model. - FREE SOFTWARE. The use of specific and free software for personal and educational use. - WITHOUT PRIOR TRAINING. Knowing how to program in Java, C ++, Pyton, Anylogic, etc. is not required. - GUIDE. A neat guide that explains each step in detail, for quick learning. - MODELS. The explanation of 40 didactic models, created to learn progressively. - FIGURES. The support of more than 1000 figures to advance clearly in each stage. - VIDEOS. The models described, together with various help videos, can be downloaded. - PRACTICAL. A practical approach allows the reader to see the possible applications to their environment. - EXPERIENCE. The teaching experience of the author and the reviewers has allowed the text to be refined to the maximum. AUTHOR AND REVIEWERS Juan Martín García is a Doctor of Industrial Engineering in Business Organization from the UPC (Spain) and a Diploma from the Sloan School of Management at MIT (USA). He has more than 30 years of experience as a consultant for companies and public organizations using simulation models based on System Dynamics. Professor at several Spanish and Latin American universities, he teaches online courses at Vensim https://vensim.com/vensim-online-courses/ (in English) and System Dynamics at ATC-Innova http://atc-innova. com/ (Spanish). He is the author of books and lectures on business, social and environmental applications of simulation models. - Dr. Francisco Campuzano Bolarín, Professor of Business Organization at the Polytechnic University of Cartagena (UPCT).- Lening Mora, M.S Environmental & Occupational Health (San Diego, California) and Postgraduate Diploma in Healthcare Modeling and Simulation at Naval Postgraduate School (Monterey, California USA).- Professor Gavin Melles, PhD, MSc Swinburne University (Victoria, Australia). INDEX Presentation Software Installation Working screen A model in 1 minute Concepts Functions and tables Variables Model: Traffic light Model: Paris Rome Attributes Model: Rio Bravo 2 Model: Truck Fleet Collections and aggregates Model: Dragons and Castles Model: Parents and Children Model: The Four Pirates References Model: White and Black Model: White and Black 2 Model: White and Black 3 Comments Tools Entities initial parameters Model: Horse Racing Temporal parameters Model: Satellite Launch External data entities Import initial data Import time series data Model: My three rabbits Exercises Model: Rabbit Population Model: Rabbit Population 2 Model: Rabbit Population 3 Model: Rabbit population 4 Model: Rabbit population 5 Model: Sweet candies Model: Cheese shop Model: Cheese Shop 2 Model: Formula 1 drivers Model: Patients and hospitals Model: Horse breeding Model: Horse breeding 2 Model: Horse breeding 3 Model: Horse breeding 4 Model: Horse breeding 5 Model: Fighter aircraft Model: Fighter Aircraft 2 Model: Fishing in three seas Model: Fishing in three seas 2 Model: Fishing in three seas 3 Model: Fishing in three seas 4 Model: Fishing in three seas 5 Model: Gold Market Model: Gold Market 2 Model: Gold Market 3 Model: Gold Market 4 Model: Eco Restaurant Model: Beer Game




[PDF] Agent Based Modelling Of Urban Systems

Agent Based Modelling of Urban Systems PDF
Author: Mohammad Reza Namazi Rad
Publisher: Springer
ISBN: 9783319519562
Size: 59.63 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 209
View: 4456

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Agent Based Modelling Of Urban Systems

by Mohammad Reza Namazi Rad, release date 2017-01-11, Agent Based Modelling Of Urban Systems Books available in PDF, EPUB, Mobi Format. Download Agent Based Modelling Of Urban Systems books, This book constitutes revised, selected, and invited papers from the First International Workshop on Agent Based Modelling of Urban Systems, ABMUS 2016, held in conjunction with AAMAS 2016 in Singapore in May 2016. The 11 papers presented in this volume were carefully reviewed and selected from 20 submissions. They were organized in topical sections named: urban systems modeling; traffic simulation in urban modeling; and applications.




[PDF] Agent Based Modelling In Economics

Agent Based Modelling in Economics PDF
Author: Lynne Hamill
Publisher: John Wiley & Sons
ISBN: 1118456076
Size: 76.34 MB
Format: PDF, Kindle
Category : Mathematics
Languages : en
Pages : 272
View: 186

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Agent Based Modelling In Economics

by Lynne Hamill, release date 2015-12-07, Agent Based Modelling In Economics Books available in PDF, EPUB, Mobi Format. Download Agent Based Modelling In Economics books, Agent–based modelling in economics Lynne Hamill and Nigel Gilbert, Centre for Research in Social Simulation (CRESS), University of Surrey, UK New methods of economic modelling have been sought as a result of the global economic downturn in 2008.This unique book highlights the benefits of an agent–based modelling (ABM) approach. It demonstrates how ABM can easily handle complexity: heterogeneous people, households and firms interacting dynamically. Unlike traditional methods, ABM does not require people or firms to optimise or economic systems to reach equilibrium. ABM offers a way to link micro foundations directly to the macro situation. Key features: Introduces the concept of agent–based modelling and shows how it differs from existing approaches. Provides a theoretical and methodological rationale for using ABM in economics, along with practical advice on how to design and create the models. Each chapter starts with a short summary of the relevant economic theory and then shows how to apply ABM. Explores both topics covered in basic economics textbooks and current important policy themes; unemployment, exchange rates, banking and environmental issues. Describes the models in pseudocode, enabling the reader to develop programs in their chosen language. Supported by a website featuring the NetLogo models described in the book. Agent–based Modelling in Economics provides students and researchers with the skills to design, implement, and analyze agent–based models. Third year undergraduate, master and doctoral students, faculty and professional economists will find this book an invaluable resource.




[PDF] Agent Based Modelling Of Socio Technical Systems

Agent Based Modelling of Socio Technical Systems PDF
Author: Koen H. van Dam
Publisher: Springer Science & Business Media
ISBN: 9400749325
Size: 67.76 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 268
View: 4626

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Agent Based Modelling Of Socio Technical Systems

by Koen H. van Dam, release date 2012-10-09, Agent Based Modelling Of Socio Technical Systems Books available in PDF, EPUB, Mobi Format. Download Agent Based Modelling Of Socio Technical Systems books, 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.




[PDF] Modeling And Simulation Of Complex Systems

Modeling and Simulation of Complex Systems PDF
Author: Robert Siegfried
Publisher: Springer
ISBN: 3658075295
Size: 15.27 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 227
View: 7554

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Modeling And Simulation Of Complex Systems

by Robert Siegfried, release date 2014-10-08, Modeling And Simulation Of Complex Systems Books available in PDF, EPUB, Mobi Format. Download Modeling And Simulation Of Complex Systems books, Robert Siegfried presents a framework for efficient agent-based modeling and simulation of complex systems. He compares different approaches for describing structure and dynamics of agent-based models in detail. Based on this evaluation the author introduces the “General Reference Model for Agent-based Modeling and Simulation” (GRAMS). Furthermore he presents parallel and distributed simulation approaches for execution of agent-based models –from small scale to very large scale. The author shows how agent-based models may be executed by different simulation engines that utilize underlying hardware resources in an optimized fashion.




[PDF] An Introduction To Agent Based Modeling

An Introduction to Agent Based Modeling PDF
Author: Uri Wilensky
Publisher: MIT Press
ISBN: 0262731894
Size: 66.18 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 504
View: 4328

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An Introduction To Agent Based Modeling

by Uri Wilensky, release date 2015-04-10, An Introduction To Agent Based Modeling Books available in PDF, EPUB, Mobi Format. Download An Introduction To Agent Based Modeling books, A comprehensive and hands-on introduction to the core concepts, methods, and applications of agent-based modeling, including detailed NetLogo examples.