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Linear programming (LP, also referred to as linear optimization) is a technique to obtain the ideal consequence (such as optimum earnings or least expensive Expense) inside of a mathematical model whose requirements are represented by linear interactions.
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It is often utilised being a scripting language; it is also Employed in a number of non-scripting instances. Python interpreters can be found for a lot of running techniques.
You will find however some important subclasses of IP and MIP troubles that are effectively solvable, most notably troubles in which the constraint matrix is totally unimodular and the appropriate-hand sides of the constraints are integers or – extra basic – in which the method has the whole dual integrality (TDI) house.
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