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Algorithm engineering information


Algorithm engineering focuses on the design, analysis, implementation, optimization, profiling and experimental evaluation of computer algorithms, bridging the gap between algorithmics theory and practical applications of algorithms in software engineering.[1] It is a general methodology for algorithmic research.[2]

  1. ^ "Algorithm Engineering", Camil Demetrescu, Irene Finocchi, Giuseppe F. Italiano, web: http://www.dis.uniroma1.it/~demetres/docs/ae.pdf
  2. ^ "Algorithm Engineering – An Attempt at a Definition", Peter Sanders, web: http://algo2.iti.kit.edu/documents/definition.pdf

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Algorithm engineering

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Algorithm engineering focuses on the design, analysis, implementation, optimization, profiling and experimental evaluation of computer algorithms, bridging...

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Algorithm

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Algorithm engineering Algorithm characterizations Algorithmic bias Algorithmic composition Algorithmic entities Algorithmic synthesis Algorithmic technique...

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HyperLogLog

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HyperLogLog is an algorithm for the count-distinct problem, approximating the number of distinct elements in a multiset. Calculating the exact cardinality...

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Quicksort

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sorting algorithm. Quicksort was developed by British computer scientist Tony Hoare in 1959 and published in 1961. It is still a commonly used algorithm for...

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Parallel algorithms for minimum spanning trees

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Peter. "Algorithm Engineering script" (PDF). Algorithm Engineering KIT Homepage. Retrieved 25 February 2019. Sanders, Peter. "Parallel Algorithms script"...

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Computer science and engineering

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computer science, computer engineering, and electrical engineering. Undergraduate courses usually include programming, algorithms and data structures, computer...

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Genetic algorithm

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genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA)....

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Knapsack problem

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Repository showed that, out of 75 algorithmic problems related to the field of combinatorial algorithms and algorithm engineering, the knapsack problem was the...

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Fast Fourier transform

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numerical algorithm of our lifetime", and it was included in Top 10 Algorithms of 20th Century by the IEEE magazine Computing in Science & Engineering. The...

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Heapsort

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In computer science, heapsort is a comparison-based sorting algorithm which can be thought of as "an implementation of selection sort using the right...

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Evolutionary algorithm

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an evolutionary algorithm (EA) is a subset of evolutionary computation, a generic population-based metaheuristic optimization algorithm. An EA uses mechanisms...

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Metaheuristic

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designed to find, generate, tune, or select a heuristic (partial search algorithm) that may provide a sufficiently good solution to an optimization problem...

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Mathematical optimization

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of Resource Allocation and Leveling Using Genetic Algorithms". Journal of Construction Engineering and Management. 125 (3): 167–175. doi:10...

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Hilbert curve

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curves for R-trees, in: Proceedings of the Eleventh Workshop on Algorithm Engineering and Experiments, 2009, pp. 63–73. Voorhies, Douglas: Space-Filling...

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Computer science

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and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines...

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Feature engineering

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learning to overcome inherent issues with these algorithms. Other class of feature engineering algorithms include leveraging common hidden structure across...

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Empirical algorithmics

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characterization of the behavior of algorithms, and the second (known as algorithm design or algorithm engineering) is focused on empirical methods for...

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LZ77 and LZ78

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LZ77 and LZ78 are the two lossless data compression algorithms published in papers by Abraham Lempel and Jacob Ziv in 1977 and 1978. They are also known...

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Partial sorting

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(2006). "Optimal Incremental Sorting". Proc. Eighth Workshop on Algorithm Engineering and Experiments (ALENEX). pp. 171–182. CiteSeerX 10.1.1.218.4119...

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Symposium on Experimental Algorithms

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Experimental Algorithms (SEA), previously known as Workshop on Experimental Algorithms (WEA), is a computer science conference in the area of algorithm engineering...

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