define optimal solution


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  • What does optimal solution mean in AI?

    In AI an optimal solution is the best solution given some constraints.
    A complete solution is the best solution that was found after exploring all possibilities without constraints.
    In computer science an optimal and a complete solution to a problem are often the same thing.

  • What is optimal and feasible solution?

    A feasible solution satisfies all the problem's constraints.
    An optimal solution is a feasible solution that results in the largest possible objective function value when maximizing (or smallest when minimizing).
    A graphical solution method can be used to solve a linear program with two variables.

  • What is optimal and non optimal solution?

    At an optimal feasible solution, the primal objective is equal to the dual objective.
    At a non-optimal feasible solution, the primal objective is less than the dual objective.

  • Best solution is always suited.
    But optimal solution suited according to the condition for which the solution might be optimal.
    So optimal solution may be case dependent.

An optimal solution is a feasible solution where the objective function reaches its maximum (or minimum) value – for example, the most profit or the least cost. A globally optimal solution is one where there are no other feasible solutions with better objective function values.
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