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Ten New Benchmarks for Optimization (2309.00644v1)
Published 30 Aug 2023 in math.OC, cs.AI, and cs.NE
Abstract: Benchmarks are used for testing new optimization algorithms and their variants to evaluate their performance. Most existing benchmarks are smooth functions. This chapter introduces ten new benchmarks with different properties, including noise, discontinuity, parameter estimation and unknown paths.