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baumhaus.digital/Design & Computation/Perspectives in Engineering/IOPS/Constraints/Linear Programming/Summary

Focus: LP deals specifically with linear equations and inequalities. This means it works with problems where relationships are represented as straight lines (hence 'linear').

Objective: It always aims to find the maximum or minimum value of a linear equation, known as the objective function. For example, maximizing profit or minimizing cost.

Method: LP uses specific mathematical methods, like the Simplex algorithm, to find the best solution.

Constraints: All constraints in LP are linear (straight-line relationships). For instance, you can't spend more than a certain budget, or you need at least a certain amount of some ingredient.

Solutions: Solutions in LP are often numerical and can include fractions or decimals.

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