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... 4. Show that if L1 and L2 are linear operators, then L1 + L2 is a linear operator. 5. Show by induction on n that if an operator L is linear, then for all n ≥ 1, all constants c1 , c2 , . . . , cn , and all functions f1 , f2 , . . . fn , L[c1 f1 + c2 f2 + . . . + cn fn ] = c1 L[f1 ] + c2 L[f2 ] + . ...
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Mathematical optimization



In mathematics, computer science and operations research, mathematical optimization (alternatively, optimization or mathematical programming) is the selection of a best element (with regard to some criteria) from some set of available alternatives.In the simplest case, an optimization problem consists of maximizing or minimizing a real function by systematically choosing input values from within an allowed set and computing the value of the function. The generalization of optimization theory and techniques to other formulations comprises a large area of applied mathematics. More generally, optimization includes finding ""best available"" values of some objective function given a defined domain (or a set of constraints), including a variety of different types of objective functions and different types of domains.
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