Discuss several disadvantages of linear programming; clearly explain the reasons for your choices

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22-07-2022
Social Studies

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Discuss several disadvantages of linear programming; clearly explain the reasons for your choices

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anshumanaryan799 anshumanaryan799 · Answer 1 · 2022-07-31T08:03:27+02:00

Several disadvantages of linear programming are-

Linear programming requires the objective and the constraints to be linear, which in real life is not always true.
Linear programming always has only one objective either to maximize the returns or minimize the costs. In reality, there might be some other objectives as well.
Linear programming assumes that the values of the coefficient of decision variables are known with certainty. It cannot be applied where the values of the coefficient are unknown or probabilistic.
Parameters are not always constant as assumed under linear programming.
The decision variables can be non-negative integers or fractions. If the situation requires an integer solution then, rounding off the solution is not always optimal.

Linear programming (LP), also known as linear optimization, is a method for obtaining the best results (such as maximum profit and minimum cost) in a mathematical model in which requirements are represented by linear relationships.

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