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System dynamics

Adapted from Wikipedia ยท Discoverer experience

A diagram showing how complex adaptive systems behave and change in different environments.

System dynamics is a way to understand how complicated systems change over time. It helps us see how different parts of a system, like the way people use energy or how traffic flows, affect each other in ways that aren't always straightforward.

Dynamic stock and flow diagram of model New product adoption (model from article by John Sterman 2001 - True Software)

By looking at things like storage (stocks), movement of materials or information (flows), repeated patterns (feedback loops), and delays, system dynamics shows us why some systems behave the way they do. This approach is useful for solving real-world problems, from managing natural resources to designing better cities.

It lets us picture complex ideas in simple diagrams, making it easier to study and predict how changes in one part of a system might ripple through the whole.

Overview

System dynamics is a way to study and understand complicated systems over time. It was created in the 1950s to help business leaders understand how factories and processes worked. Today, it is used by both governments and companies to make better decisions.

Special software makes it easier to create system dynamics models. These models look at how different parts of a system affect each other, with changes happening step by step. One famous example is a model from 1972 called The Limits to Growth, which looked at how the world's resources might run out if growth kept increasing. System dynamics helps us see how the whole system works, not just the pieces by themselves.

History

System dynamics was created in the mid-1950s by Professor Jay Forrester at the Massachusetts Institute of Technology. He wanted to use science and engineering to help solve big business problems. His work with managers at General Electric showed that ups and downs in hiring were due to the company's own rules, not just outside forces like the business cycle.

Later, Forrester and his students began using computers to model these systems. They developed special languages for these models, with DYNAMO becoming a standard for many years. System dynamics was first used mainly for business problems, but it later expanded. It was applied to city planning in the book Urban Dynamics, and then to global issues in World Dynamics, exploring how the world's resources might handle future growth.

Topics in systems dynamics

System dynamics is a way to study how complex systems change over time. It looks at things like how amounts build up or shrink (stocks and flows), how parts of the system influence each other (feedback loops), and how delays affect the system.

To understand a system, we can make diagrams. One type is a causal loop diagram, which shows parts of the system and how they connect. These diagrams help us see the basic structure and how the system might behave. Another type is a stock and flow diagram, which helps us study the system more exactly by looking at numbers and changes over time.

Application

Causal loop diagram of a model examining the growth or decline of a life insurance company.

System dynamics is a way to study how complicated systems change over time. It is used in many areas, such as population, agriculture, epidemiological studies, ecological research, and economics. This method helps people understand how different parts of a system affect each other.

It can also be a helpful tool for learning to think about systems in new ways, comparing different ideas about how things work, and seeing how decisions might change a system. Computers are often used to simulate these systems, allowing us to test different ideas and see what might happen over time. System dynamics is closely related to systems thinking and often uses special diagrams to show how parts of a system connect and influence each other.

Images

An animated diagram showing how adoption processes work, using arrows and boxes to explain the flow of people into and out of different stages.
A diagram showing how different parts of a system connect and influence each other, used in learning about complex topics.
A diagram showing how systems change over time using stocks and flows โ€” great for learning about complex models!
A diagram showing the motion of a piston using stock and flow concepts, helpful for learning about systems dynamics.
A diagram showing the flow and storage of adoption processes, helping to understand how adoption works step by step.
An animated simulation showing dynamic systems, created using a special software tool.

This article is a child-friendly adaptation of the Wikipedia article on System dynamics, available under CC BY-SA 4.0.

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