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Pleases anyone has a good book title regard learning the evaluate a particular algorithm by benchmark functions
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The function, which can be used to test performance of any optimization approach and the related problem.
In statistical learning benchmarking is the methodology of comparing learners or algorithms with respect to a certain performance measure. ... (1) The Setup defines the design of a benchmark experiment; data set, candidate algorithms, performance measures and a suitable resampling strategy are declared.
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In literature, benchmark test functions have been used for evaluating performance of metaheuristic algorithms. Algorithms that perform well on a set of numerical optimization problems are considered as effective methods for solving real-world problems.
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