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Program optimization information


In computer science, program optimization, code optimization, or software optimization is the process of modifying a software system to make some aspect of it work more efficiently or use fewer resources.[1] In general, a computer program may be optimized so that it executes more rapidly, or to make it capable of operating with less memory storage or other resources, or draw less power.

  1. ^ Robert Sedgewick, Algorithms, 1984, p. 84.

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single-objective optimization cases are presented. In the second part, test functions with their respective Pareto fronts for multi-objective optimization problems...

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optimizations could be performed. Because of these factors, optimization rarely produces "optimal" output in any sense, and in fact, an "optimization"...

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Nonlinear programming

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Integer programming

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Jeff Dean

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under Craig Chambers on compilers and whole-program optimization techniques for object-oriented programming languages. He was elected to the National Academy...

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Quadratic programming

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"computer programming." To avoid confusion, some practitioners prefer the term "optimization" — e.g., "quadratic optimization." The quadratic programming problem...

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Optimization problem

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science and economics, an optimization problem is the problem of finding the best solution from all feasible solutions. Optimization problems can be divided...

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Constrained optimization

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In mathematical optimization, constrained optimization (in some contexts called constraint optimization) is the process of optimizing an objective function...

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Program analysis

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liveness. Program analysis focuses on two major areas: program optimization and program correctness. The first focuses on improving the program’s performance...

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Proximal policy optimization

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History of compiler construction

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and A Basis for Program Optimization established intervals as the context for efficient and effective data flow analysis and optimization. Her 1971 paper...

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Dynamic programming

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In the optimization literature this relationship is called the Bellman equation. In terms of mathematical optimization, dynamic programming usually refers...

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Copy elision

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would alter the program's behavior, the most common being the return value optimization (see below). Another widely implemented optimization, described in...

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Gurobi Optimizer

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Gurobi Optimizer is a prescriptive analytics platform and a decision-making technology developed by Gurobi Optimization, LLC. The Gurobi Optimizer (often...

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Partial evaluation

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several different types of program optimization by specialization. The most straightforward application is to produce new programs that run faster than the...

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Vericut

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each cut based on programmed feed rates, reducing cycling time. The optimization is said to reduce the amount of scrapped parts, broken tools, and cutter...

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Bayesian optimization

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Bayesian optimization is a sequential design strategy for global optimization of black-box functions that does not assume any functional forms. It is usually...

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