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Mathematical model

A mathematical model is an abstract model that uses mathematical language to describe the behaviour of a system.

Mathematical models are used particularly in the natural sciences and engineering disciplines (such as physics, biology, and electrical engineering) but also in the social sciences (such as economics, sociology and political science); physicists, engineers, computer scientists, and economists use mathematical models most extensively.

Eykhoff (1974) defined a mathematical model as 'a representation of the essential aspects of an existing system (or a system to be constructed) which presents knowledge of that system in usable form'.

Mathematical models can take many forms, including but not limited to dynamical systems, statistical models, differential equations, or game theoretic models.

These and other types of models can overlap, with a given model involving a variety of abstract structures.

There are six basic groups of variables: decision variables, input variables, state variables, exogenous variables, random variables, and output variables.

Since there can be many variables of each type, the variables are generally represented by vectors.

Mathematical modelling problems are often classified into black box or white box models, according to how much a priori information is available of the system.

A black-box model is a system of which there is no a priori information available.

A white-box model (also called glass box or clear box) is a system where all necessary information is available.

Practically all systems are somewhere between the black-box and white-box models, so this concept only works as an intuitive guide for approach.

Usually it is preferable to use as much a priori information as possible to make the model more accurate.

For more information about the topic Mathematical model, read the full article at Wikipedia.org, or see the following related articles:

Note: This page refers to an article that is licensed under the GNU Free Documentation License. It uses material from the article Mathematical model at Wikipedia.org. See the Wikipedia copyright page for more details.

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