System Dynamics Modeling with R

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Publisher : Springer
ISBN 13 : 3319340433
Total Pages : 188 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis System Dynamics Modeling with R by : Jim Duggan

Download or read book System Dynamics Modeling with R written by Jim Duggan and published by Springer. This book was released on 2016-06-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new interdisciplinary work presents system dynamics as a powerful approach to enable analysts build simulation models of social systems, with a view toward enhancing decision making. Grounded in the feedback perspective of complex systems, the book provides a practical introduction to system dynamics, and covers key concepts such as stocks, flows, and feedback. Societal challenges such as predicting the impact of an emerging infectious disease, estimating population growth, and assessing the capacity of health services to cope with demographic change can all benefit from the application of computer simulation. This text explains important building blocks of the system dynamics approach, including material delays, stock management heuristics, and how to model effects between different systemic elements. Models from epidemiology, health systems, and economics are presented to illuminate important ideas, and the R programming language is used to provide an open-source and interoperable way to build system dynamics models. System Dynamics Modeling with R also describes hands-on techniques that can enhance client confidence in system dynamic models, including model testing, model analysis, and calibration. Developed from the author’s course in system dynamics, this book is written for undergraduate and postgraduate students of management, operations research, computer science, and applied mathematics. Its focus is on the fundamental building blocks of system dynamics models, and its choice of R as a modeling language make it an ideal reference text for those wishing to integrate system dynamics modeling with related data analytic methods and techniques.

System Dynamics

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Publisher :
ISBN 13 :
Total Pages : 333 pages
Book Rating : 4.6/5 (493 download)

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Book Synopsis System Dynamics by : Juan Martín García

Download or read book System Dynamics written by Juan Martín García and published by . This book was released on 2020-05-28 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book allows the reader to acquire step-by-step in a time-efficient and uncomplicated the knowledge in the formation and construction of dynamic models using Vensim. Many times, the models are performed with minimal current data and very few historical data, the simulation models that the student will design in this course accommodate these analyses, with the construction of realistic hypotheses and elaborate behavior models. That's done with the help of software Vensim that helps the construction of the models as well as performing model simulations. At the end of the book, the reader is able to: - Describe the components of a complex system. - Diagnose the natural evolution of the system under analysis. - Create a model of the system and present it using the simulation software. - Carry out simulations with the model, in order to predict the behavior of the system. Content Environmental Area 1. Population Growth 2. Ecology of a Natural Reserve 3. Effects of the Intensive Farming 4. The Fishery of Shrimp 5. Rabbits and Foxes 6. A Study of Hogs 7. Ingestion of Toxins 8. The Barays of Angkor 9. The Golden Number Management Area 10. Production and Inventory 11. CO2 Emissions 12. How to Work More and Better 13. Faults 14. Project Dynamics 15. Innovatory Companies 16. Quality Control 17. The impact of a Business Plan Social Area 18. Filling a Glass 19. A Catastrophe Study 20. The Young Ambitious Worker 21. Development of an Epidemic 22. The Dynamics of Two Clocks Mechanical Area 23. The Tank 24. Study of the Oscillatory Movements 25. Design of a Chemical Reactor 26. The Butterfly Effect 27. The Mysterious Lamp Advanced Exercises (Vensim PLE PLUS) 28. Import data from an Excel file 29. Building Games and Learning Labs 30. Interactive models 31. Input Output Controls 32. Sensitivity Analysis Annex I. Guide to creating a model II. Functions, Tables and Delays III. Frequently Asked Questions FAQs IV. Download the models of this book The author Juan Martín García is teacher and a worldwide recognized expert in System Dynamics, with more than twenty years of experience in this field. Ph.D. Industrial Engineer (Spain) and Postgraduated Diploma in Business Dynamics at Massachusetts Institute of Technology MIT (USA). He teaches Vensim online courses in http://vensim.com/vensim-online-courses/ based on System Dynamics.

Community Based System Dynamics

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Publisher : Springer Science & Business Media
ISBN 13 : 1461487633
Total Pages : 117 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Community Based System Dynamics by : Peter S. Hovmand

Download or read book Community Based System Dynamics written by Peter S. Hovmand and published by Springer Science & Business Media. This book was released on 2013-11-09 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Community Based System Dynamics introduces researchers and practitioners to the design and application of participatory systems modeling with diverse communities. The book bridges community- based participatory research methods and rigorous computational modeling approaches to understanding communities as complex systems. It emphasizes the importance of community involvement both to understand the underlying system and to aid in implementation. Comprehensive in its scope, the volume includes topics that span the entire process of participatory systems modeling, from the initial engagement and conceptualization of community issues to model building, analysis, and project evaluation. Community Based System Dynamics is a highly valuable resource for anyone interested in helping to advance social justice using system dynamics, community involvement, and group model building, and helping to make communities a better place.

Pharmaceutical Product Branding Strategies

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Publisher : CRC Press
ISBN 13 : 1000687619
Total Pages : 314 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Pharmaceutical Product Branding Strategies by : Mark Paich

Download or read book Pharmaceutical Product Branding Strategies written by Mark Paich and published by CRC Press. This book was released on 2009-03-02 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This updated Second Edition details how marketers, forecasters, and brand planners can achieve optimal success by building internally consistent simulation models to project future behavior of patients, physicians, and R&D processes. By introducing the reader to the complexities facing many pharmaceutical firms, specifically issue

International Journal of System Dynamics Applications (IJSDA).

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Publisher :
ISBN 13 : 9781466680364
Total Pages : pages
Book Rating : 4.6/5 (83 download)

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Book Synopsis International Journal of System Dynamics Applications (IJSDA). by : Ahmad Taher Azar

Download or read book International Journal of System Dynamics Applications (IJSDA). written by Ahmad Taher Azar and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Dynamics

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Publisher :
ISBN 13 : 9781292026084
Total Pages : 776 pages
Book Rating : 4.0/5 (26 download)

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Book Synopsis System Dynamics by : Katsuhiko Ogata

Download or read book System Dynamics written by Katsuhiko Ogata and published by . This book was released on 2013-07-24 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: For junior-level courses in System Dynamics, offered in Mechanical Engineering and Aerospace Engineering departments. This text presents students with the basic theory and practice of system dynamics. It introduces the modeling of dynamic systems and response analysis of these systems, with an introduction to the analysis and design of control systems.

Business Dynamics: Systems Thinking and Modeling for a Complex World with CD-ROM

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Publisher : McGraw-Hill Education
ISBN 13 : 9780072389159
Total Pages : 982 pages
Book Rating : 4.3/5 (891 download)

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Book Synopsis Business Dynamics: Systems Thinking and Modeling for a Complex World with CD-ROM by : John Sterman

Download or read book Business Dynamics: Systems Thinking and Modeling for a Complex World with CD-ROM written by John Sterman and published by McGraw-Hill Education. This book was released on 2000-02-23 with total page 982 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s leading authority on the subject of this text is the author, MIT Standish Professor of Management and Director of the System Dynamics Group, John D. Sterman. Sterman’s objective is to explain, in a true textbook format, what system dynamics is, and how it can be successfully applied to solve business and organizational problems. System dynamics is both a currently utilized approach to organizational problem solving at the professional level, and a field of study in business, engineering, and social and physical sciences.

Elements of the System Dynamics Method

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Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Elements of the System Dynamics Method by : Jørgen Randers

Download or read book Elements of the System Dynamics Method written by Jørgen Randers and published by MIT Press (MA). This book was released on 1980 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Theory and Practical Exercises of System Dynamics

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Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.6/5 (556 download)

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Book Synopsis Theory and Practical Exercises of System Dynamics by : Juan Martín García

Download or read book Theory and Practical Exercises of System Dynamics written by Juan Martín García and published by . This book was released on 2020-06-20 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the complexity of our world increases systems thinking is emerging as a critical factor for success, and even survival. How then can people become skilled systems thinkers? The most effective learning experiences combine experience with reflection, theory with practice. Traditionally, theory was taught in school and university, and experience was gained in life outside those walls. But in the world of complex dynamic systems such as a business, society, or ecosystem, everyday experience fails because the time horizon and scope of the systems is so vast-we never experience the majority of the effects of our decisions. And without relevant experience, theory is uninteresting to students. The old ways of learning fail. When experiments in the real world are impossible, simulation becomes the main way we can learn effectively about the dynamics of complex systems. For this reason I'm pleased to introduce Juan Martin Garcia's book 'Theory and Practical Exercises of System Dynamics'. Juan combines theory and practice, experience and opportunities for reflection, so that newcomers to the field can learn for themselves how complex dynamic systems work. The examples span a range of important economic and social issues, from the aging of the population in developed economies to the course of contagious diseases to the accumulation of pollutants in the environment; everyone will find some examples here of direct personal interest. The modeling exercises guide the learner through the process of building a working simulation; students will not only learn about the issues addressed, and in the use of state of the art simulation software, but will develop skill in the modeling process. Juan has written a delightful first introduction to the field of system dynamics and complexity, and provides a much-needed addition to the literature available. John D. Sterman Index System Dynamics - Identifying the Problem - Defining the System - The Boundaries of a System - The Causal Diagram - Feedback - The Limiting Factor - The Key Factors - Classification of Systems - Generic Structures - World Models Building a Model - Flow Diagrams - Computer Simulation - Behaviour of the Model - Analysis of the System - Weaknesses of Models Guide to Creating a Model - Creating a Causal Diagram - Creating a Flow Diagram - Writing the conclusions Environmental System Dynamics - Population Growth - Modeling the Ecology of a Natural Reserve - Effects of the Intensive Farming - The Fishery of Shrimp - Rabbits and Foxes - A Study of Hogs - Ingestion of Toxins - The Barays of Angkor Management System Dynamics - Production and Inventory - Global CO2 Emissions - How to work more and better - Managing of Faults - Project Dynamics - Innovatory Companies - Quality Control - The impact of a Business Plan Social System Dynamics - Filling a Glass - Dynamics of a Segmented Population - The Young Ambitious Worker - Development of an Epidemic - The Dynamics of Two Clocks Mechanical System Dynamics - Dynamics of a Tank - Study of the Oscillatory Movements - Design of a Chemical Reactor The author Juan Martín García is a teacher and worldwide recognized expert in System Dynamics, with more than twenty years of experience in this field. Ph.D. Industrial Engineer (Spain) and Postgraduated Diploma in Business Dynamics at Massachusetts Institute of Technology MIT (USA). He teaches Vensim online courses in http://vensim.com/vensim-online-courses/ based on System Dynamics.

System Dynamics Modelling

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Publisher : CRC Press
ISBN 13 : 9780412617102
Total Pages : 436 pages
Book Rating : 4.6/5 (171 download)

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Book Synopsis System Dynamics Modelling by : R.G. Coyle

Download or read book System Dynamics Modelling written by R.G. Coyle and published by CRC Press. This book was released on 1996-05-01 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: With NATO's bombing campaign against Serbia now over, what strategic, long-range plans will the alliance employ to restore stability to the region? As the global economy continually changes in response to worldwide events, what investment strategies will firms implement to cope with changing markets? And how can major pharmaceutical companies solve the problem of having newly-developed products abandoned before they can even be launched on the market? This book is designed and written to give the applied statistician an insight into all these areas of investigation.

Systems Thinking, System Dynamics

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Publisher :
ISBN 13 : 9781877371035
Total Pages : 278 pages
Book Rating : 4.3/5 (71 download)

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Book Synopsis Systems Thinking, System Dynamics by : Kambiz E. Maani

Download or read book Systems Thinking, System Dynamics written by Kambiz E. Maani and published by . This book was released on 2007 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems Thinking, System Dynamics offers readers a comprehensive introduction to the growing field of systems thinking and dynamic modelling and its applications. The book provides a self-contained and unique blend of qualitative and quantitative tools, step-by-step methodology, numerous examples and mini-cases, as well as extensive real-life case studies. The content mix and presentation style make the otherwise technical tools of systems thinking and system dynamics accessible to a wide range of people. This book is intended as a text for students in diverse disciplines including business and management, as well as the social, environmental, health and applied sciences. It also has particular relevance for professionals from all backgrounds interested in understanding the dynamic behaviour of complex systems, change management, complex decision making, group problem solving and organisational learning. Systems thinking and system dynamics provide a scientific paradigm, a set of tools and computer technology which can help explain the forces and dynamics that underlie change and complexity in business, political, social, economic and environmental systems. Using systems thinking and system dynamics makes it possible to: examine and foresee the consequences of policy and strategic decisions implement fundamental solutions to chronic problems avoid mistakenly interpreting symptoms as causes test assumptions, hypotheses and scenarios boost staff morale and improve productivity improve the stability and performance of supply chains find long-term sustainable solutions and avoid ‘fire-fighting’ behaviour.

System Dynamics

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Publisher : Springer
ISBN 13 : 9811020450
Total Pages : 287 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis System Dynamics by : Bilash Kanti Bala

Download or read book System Dynamics written by Bilash Kanti Bala and published by Springer. This book was released on 2016-10-28 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the broad spectrum of system dynamics methodologies for the modelling and simulation of complex systems: systems thinking, causal diagrams, systems structure of stock and flow diagrams, parameter estimation and tests for confidence building in system dynamics models. It includes a comprehensive review of model validation and policy design and provides a practical presentation of system dynamics modelling. It also offers numerous worked-out examples and case studies in diverse fields using STELLA and VENSIM. The system dynamics methodologies presented here can be applied to nearly all areas of research and planning, and the simulations provided make the complicated issues more easily understandable. System Dynamics: Modelling and Simulation is an essential system dynamics and systems engineering textbook for undergraduate and graduate courses. It also offers an excellent reference guide for managers in industry and policy planners who wish to use modelling and simulation to manage complex systems more effectively, as well as researchers in the fields of modelling and simulation-based systems thinking.

Introduction to System Dynamics Modeling with DYNAMO

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Publisher :
ISBN 13 :
Total Pages : 413 pages
Book Rating : 4.:/5 (393 download)

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Book Synopsis Introduction to System Dynamics Modeling with DYNAMO by : George P. Richardson

Download or read book Introduction to System Dynamics Modeling with DYNAMO written by George P. Richardson and published by . This book was released on 1983 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Dynamics Review

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (821 download)

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Book Synopsis System Dynamics Review by : Michael Bürgi

Download or read book System Dynamics Review written by Michael Bürgi and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

System Dynamics

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Publisher : McGraw-Hill Mechanical Enginee
ISBN 13 : 9780256114492
Total Pages : 0 pages
Book Rating : 4.1/5 (144 download)

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Book Synopsis System Dynamics by : William John Palm

Download or read book System Dynamics written by William John Palm and published by McGraw-Hill Mechanical Enginee. This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: William Palm's System Dynamics is a major new entry in this course offered for Mechanical, Aerospace and Electrical Engineering students, as well as practicing engineers. Palm's text is notable for having the strongest coverage of computational software and system simulation of any available book. MATLAB is introduced in Chapter 1, and every subsequent chapter has a MATLAB Applications section. No previous experience with MATLAB is assumed; methods are carefully explained, and a detailed appendix outlines use of the program. M-files are provided on the accompanying Book Website for all users of the book. SIMULINK is introduced in Chapter 5, and used in subsequent chapters to demonstrate the use of system simulation techniques. This textbook also makes a point of using real-world systems, such as vehicle suspension systems and motion control systems, to illustrate textbook content.

Special Issue: Information Systems Research with System Dynamics

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Publisher :
ISBN 13 :
Total Pages : 159 pages
Book Rating : 4.:/5 (878 download)

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Book Synopsis Special Issue: Information Systems Research with System Dynamics by : Nicholas C. Georgantzas

Download or read book Special Issue: Information Systems Research with System Dynamics written by Nicholas C. Georgantzas and published by . This book was released on 2008 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt:

SYSTEM DYNAMICS - Volume II

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Publisher : EOLSS Publications
ISBN 13 : 1848261381
Total Pages : 306 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis SYSTEM DYNAMICS - Volume II by : Yaman Barlas

Download or read book SYSTEM DYNAMICS - Volume II written by Yaman Barlas and published by EOLSS Publications. This book was released on 2009-06-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: System Dynamics is a component of Encyclopedia of Technology, Information, and Systems Management Resources in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The world is facing a wide range of increasingly complex, dynamic problems in the public and private arenas alike. System dynamics discipline is an attempt to address such dynamic, long-term policy problems. Applications cover a very wide spectrum, including national economic problems, supply chains, project management, educational problems, energy systems, sustainable development, politics, psychology, medical sciences, health care, and many other areas. This theme provides a comprehensive overview of system dynamics methodology, including its conceptual / philosophical framework, as well as the technical aspects of modeling and analysis. System dynamics can address the fundamental structural causes of the long-term dynamic contemporary socio-economic problems. Its "systems" perspective challenges the barriers that separate disciplines. The interdisciplinary and systemic approach of system dynamics could be critical in dealing with the increasingly complex problems of our modern world in this new century. These two volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.