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Formally, a constraint satisfaction problem is defined as a triple, where is a set of variables, is a domain of values, and is a set of constraints.
Every constraint is in turn a pair ( usually represented as a matrix ), where is an-tuple of variables and is an-ary relation on.
An evaluation of the variables is a function from the set of variables to the domain of values,.
An evaluation satisfies a constraint if.
A solution is an evaluation that satisfies all constraints.

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