A basic feasible solution is a solution to a linear programming problem that satisfies all the constraints and is obtained by setting n - m variables to zero, where n is the number of variables and m is the number of constraints. This solution is essential in the simplex method as it serves as a starting point for iterating towards the optimal solution.