Theory and Practical Exercises of System Dynamics

Theory and Practical Exercises of System Dynamics PDF

Author: Juan Martín García

Publisher: Juan Martín García

Published: 2023-09-03

Total Pages: 291

ISBN-13: 8460998045

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This book is a guide that shows step by step the process of building simulation models using System Dynamics. It is written in a clear and comprehensible style that illustrates the model construction process. This book will be a useful resource to students, scholars, researchers, and teachers.

System Dynamics Modeling with R

System Dynamics Modeling with R PDF

Author: Jim Duggan

Publisher: Springer

Published: 2016-06-14

Total Pages: 176

ISBN-13: 3319340433

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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.

Dynamics Of Complex Systems

Dynamics Of Complex Systems PDF

Author: Yaneer Bar-yam

Publisher: CRC Press

Published: 2019-03-04

Total Pages: 866

ISBN-13: 0429717598

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This book aims to develop models and modeling techniques that are useful when applied to all complex systems. It adopts both analytic tools and computer simulation. The book is intended for students and researchers with a variety of backgrounds.

Managerial Applications of System Dynamics

Managerial Applications of System Dynamics PDF

Author: Edward Baer Roberts

Publisher: MIT Press (MA)

Published: 1978

Total Pages: 669

ISBN-13: 9780262180887

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(Now available from Productivity Press, Cambridge, Mass.) Useful as both a text and a working resource, this volume contains 36 chapters (and 4 appendixes) illustrating the application of system dynamics to overall strategic planning and managerial problem-solving in the corporate functional areas of manufacturing, marketing and distribution, research and development, and finance and control. In addition, a final section treats the systems analysis of societal problems that impinge on a manager's social responsibilities. Many of the chapters provide full descriptions of the modeling processes and implemented results, and in nine cases the computer models are completely documented with listings of the model equations. This book is the first attempt to compile real managerial uses of the system dynamics approach, and the first volume since Forrester's Industrial Dynamics(MIT Press, 1961) to focus upon corporate system dynamics models. In draft form the book has been used as the basis for teaching system dynamics in the Sloan School's regular graduate programs and its middle-management executive development programs. In his introductory chapter on the concepts, philosophy, and methodology of system dynamics, the editor clearly identifies the underlying premises: "The system dynamics philosophy rests on a belief that the behavior (or time history) of an organization is principally caused by the organization's structure. The structure includes not only the physical aspects of plant and production process but, more importantly, the policies and traditions, both tangible and intangible, that dominate decision-making in the organization. Such a structural framework contains sources of amplification, time lags, and information feedback similar to those found in complex engineering systems. Engineering and management systems containing these characteristics display complicated response patterns to relatively simple system or input changes.... The subtleties and complexities in the management area make these problems even more severe. Here the structural orientation of system dynamics provides a beginning for replacing confusion with order. A second aspect of the system dynamics philosophy is the concept that organizations are viewed most effectively in terms of their common underlying flows instead of in terms of separate functions.... A meaningful system framework results from tracing cause-and-effect chains through the relevant flow paths." The book is included in the MIT Press/Wright-Allen Series in System Dynamics, of which Jay W. Forrester is general editor. System dynamics as a methodology was largely devised by Forrester, Roberts, and other MIT faculty and staff. It employs computers to predict short- and long-term consequences of social, economic, and corporate policies, and has been used variously to chart the growth of new products in business, to study environmental change, and to examine the impact of public policies at scales ranging from the urban to the global. Professor Roberts' four prior books on system dynamics cover a similar range of theory and application of systems and computer modeling concepts.

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

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

Author: John Sterman

Publisher: McGraw-Hill Education

Published: 2000-02-23

Total Pages: 982

ISBN-13: 9780072389159

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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.

Systems Thinking For Social Change

Systems Thinking For Social Change PDF

Author: David Peter Stroh

Publisher: Chelsea Green Publishing

Published: 2015-09-24

Total Pages: 264

ISBN-13: 1603585818

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Donors, leaders of nonprofits, and public policy makers usually have the best of intentions to serve society and improve social conditions. But often their solutions fall far short of what they want to accomplish and what is truly needed. Moreover, the answers they propose and fund often produce the opposite of what they want over time. We end up with temporary shelters that increase homelessness, drug busts that increase drug-related crime, or food aid that increases starvation. How do these unintended consequences come about and how can we avoid them? By applying conventional thinking to complex social problems, we often perpetuate the very problems we try so hard to solve, but it is possible to think differently, and get different results. Systems Thinking for Social Change enables readers to contribute more effectively to society by helping them understand what systems thinking is and why it is so important in their work. It also gives concrete guidance on how to incorporate systems thinking in problem solving, decision making, and strategic planning without becoming a technical expert. Systems thinking leader David Stroh walks readers through techniques he has used to help people improve their efforts to end homelessness, improve public health, strengthen education, design a system for early childhood development, protect child welfare, develop rural economies, facilitate the reentry of formerly incarcerated people into society, resolve identity-based conflicts, and more. The result is a highly readable, effective guide to understanding systems and using that knowledge to get the results you want.

Introduction to System Dynamic Modelling and Vensim Software

Introduction to System Dynamic Modelling and Vensim Software PDF

Author: Hasimah Sapiri

Publisher: UUM Press

Published: 2017-01-01

Total Pages: 165

ISBN-13: 967206408X

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System dynamics simulation modelling technique is taught to students at undergraduate and graduate levels. The students are taught how to develop a system dynamics model of the system under study. This book is written to help students understand the concepts and fundamental elements of system dynamics simulation, and provide a step-by-step guide in conducting a system dynamics study. This book is suitable for students who are studying system dynamics simulation modelling at undergraduate and graduate levels. It offers the concepts and application of system dynamics as well as provides an approach for modelling effectively. Having read this book, the reader will be able to: Learn the concept of system dynamics simulation and its application, Understand the important steps of modelling process, and Conduct a system dynamics study successfully.

Community Based System Dynamics

Community Based System Dynamics PDF

Author: Peter S. Hovmand

Publisher: Springer Science & Business Media

Published: 2013-11-09

Total Pages: 117

ISBN-13: 1461487633

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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.