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System dynamics

Adapted from Wikipedia ยท Adventurer 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.

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 affect the whole.

Overview

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

Special software helps create system dynamics models. These models show 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. It 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 started in the mid-1950s by Professor Jay Forrester at the Massachusetts Institute of Technology. He wanted to use science and engineering to solve big business problems. He worked with managers at General Electric and found that changes in hiring were caused by the company's own rules, not just outside forces like the business cycle.

Later, Forrester and his students used computers to model these systems. They created special languages for these models, and DYNAMO became a standard for many years. At first, system dynamics was used mostly for business problems. Later, it was used for city planning in the book Urban Dynamics, and then for global issues in World Dynamics, looking at how the world's resources might handle future growth.

Topics in systems dynamics

System dynamics is a way to study how complicated systems change over time. It looks at how amounts grow or shrink (stocks and flows), how different parts affect each other (feedback loops), and how delays influence the system.

To understand a system, we can draw diagrams. One kind is a causal loop diagram, which shows the parts of the system and how they connect. These diagrams help us see the basic structure and how the system may act. Another kind is a stock and flow diagram, which helps us study the system more closely 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 help us learn to think about systems in new ways, compare different ideas about how things work, and see how decisions might change a system. Computers are often used to simulate these systems, letting us 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 simple diagram showing how stocks and flows work in systems, useful for learning about how things change over time.
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.

Related articles

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

Images from Wikimedia Commons. Tap any image to view credits and license.