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The question centers on understanding LP solutions. The answer should explain how to decipher the optimal values of decision variables, shadow prices, and sensitivity information, and how to make meaningful decisions based on these outputs.

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Interpreting the results of linear programming solutions involves analyzing the optimal values of decision variables, the objective function value, and the feasibility of constraints. Decision variables' values indicate the optimal quantities to allocate, which can correspond to quantities of items, production levels, etc. The objective function value reflects the optimized outcome, such as maximizing profit or minimizing costs. Feasibility of constraints ensures that the solution adheres to the limitations and requirements set by real-world constraints, ensuring a valid solution.

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