Constraint Analysis Definition

Constraint Analysis − an assessment and analysis of the constraints or conditions put across the entities or variables within any system of computation, covering the computational resources, input/output requisites, algorithmic complexity, and logical dependencies, amongst others. Constraint analysis identifies the boundaries or restrictions within which a system or an algorithm works. This enables the developers to think of a solution so conceived that it does meet the state requirements, simultaneously; it is subject to make it work in the restricted grounds such that it is easy and effective. That entails processes such as artificial intelligence, database management, and software engineering amongst others.

It is an optimization problem, and in this case, the constraints will identify the feasible space solution, hence will indicate to the algorithm the direction to look for the optimum within those bounds. It is applicable in the domain of AI where there can be limits to limit the behavior of the agents or the search space in problem-solving. In the database, it aids in keeping data integrity.