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System Dynamics: Modelling and Simulation

System Dynamics: Modelling and Simulation

Autorzy
Wydawnictwo Springer, Berlin
Data wydania
Liczba stron 278
Forma publikacji książka w miękkiej oprawie
Język angielski
ISBN 9789811095122
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Opis książki

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.

System Dynamics: Modelling and Simulation

Spis treści

Part I: Concepts, Methodology and Techniques.- 1: Introduction.- 2: Systems Thinking: System Dynamics.- 3: Causal Loop Diagrams.- 4: Stock Flow Diagrams.- 5: Parameter Estimation and Sensitivity Analysis.- 6: Tests for Confidence Building.- 7: Scenario Planning and Modelling.- Part II: Cases and applications.- 8: Modelling of boom and bust of cocoa production systems in Malaysia.- 9: Modeling of hilsafish (Tenulosa ilisha) population in Bangladesh.- 11: Modeling of supply chain of rice milling systems in Bangladesh.- 12: Modeling of solid waste management of Dhaka city in Bangladesh.

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