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Constraint-Satisfaction-Problem

The assignment problem relates to the understanding of the Constraint Satisfaction Problem in the field of Artificial Intelligence. The solution uses Backtracking with heuristics to make the code faster and better.

The heuristics include:

  1. Minimum Remaining Values
  2. Least Constrainig Values
  3. Forward Checking (AC3)

All these heuristics make the solution faster for large inputs.

PROBLEM STATEMENT

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CONSTRAINTS GIVEN

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AN EXAMPLE

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SOLUTION

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INPUT FILE FORMAT

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OUTPUT FILE FORMAT

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FILES

csp.py- The backtracking algorithm with heuristics
hw2.pdf - The assignment problem

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