A model is an abstraction of something it represents (some phenomenon), called an entity. For example, if a model represents a firm, then the firm is an entity.
Types of Models:
- Physical Models:
It is a model that exists in three-dimensional form. For example, clay model of a new automobile developed by designers.
- Narrative Models:
It is created by verbal or written description. Also, these can be created anywhere without much resources hence they are most popular.
It is usually a two-dimensional diagram. For example, graphs and charts.
- Mathematical Models:
It uses symbolic notations and mathematical equations to represent a system. It can be represented by 3-D also. Following are the types of mathematical models:
- (a). Influence of Time:
Static Model does not include time as a variable whereas, Dynamic Model allows the changes of system attributes to be derived as a function of time.
- (b). Degree of Certainty:
A probability is a chance of occurring something will happen.Probabilities ranges from 0 to 1. A model that includes probabilities is called Probabilistic model, otherwise it is called a Deterministic model.
- (c). Ability to Achieve Optimization:
Optimizing Model selects the best solution among the alternatives.A SUB-OPTIMIZING MODEL permits the manager to enter a set of decisions, once this step is completed the model will project an outcome. It leaves the decision task on the manager.
- (a). Influence of Time:
Steps of Model Construction:
- Define the problem and the factor that influence it.
- Select criteria to guide the decision and establish objectives.
- Formulate a model that helps management to understand the relationships between the influence factors and the objectives the firm is trying to achieve.
- Collect the relevant data while trying to avoid the incorporation of superfluous information into the model.
- Identify and evaluate the alternatives.
- Select the best alternative.
- Implement the alternative.
The below shown figure is an model of Management Information System (MIS).
Components of MIS Model:
- Organizational Problem Solvers:
Outputs are used by persons who are responsible for solving the firm’s problems(say managers).
It’s contents are used by software that produces report as well as mathematical model.
- Mathematical Model:
It produces information as a simulation of firm’s operation.
- Report Writing Software:
It produces both periodic and special report.
The environment is of great importance to the firm. It is the very reason of the firm’s existence.
- Can be a learning experience.
- Provides predictive power.
- Less expensive than trial and error method.
- Speed allows consideration of more options.
- Difficult to model a business system.
- High degree of mathematical skills required.
- Difference between Management Information System (MIS) and Decision Support System (DSS)
- Management Information System (MIS)
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- Types of Models in Object Oriented Modeling and Design
- Introduction To Classic Security Models
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