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- W160760006 abstract "The sensitivity to changes in parameters of 12 common deterministic and stochastic search methods has been investigated by measuring the time they need to approach the known minimum within a preset range of function values. These search methods use or do not use derivatives and depend on 1–5 parameters; their choice largely determines the experimental search time. An example demonstrates that an improper choice of parameters reverses the order of efficiency of search methods: i.e. the fastest method becomes the slowest one. To overcome the difficulty of a proper choice of parameters, the optimisation time was measured as a function of these parameters. Then the optimal parameter vector and optimal search time were determined with regard to the parameter space for any search method and any function separately. The functions of optimisation time versus parameter are presented. Their trend, their structure and position of the optimum are discussed." @default.
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- W160760006 date "1998-01-01" @default.
- W160760006 modified "2023-09-27" @default.
- W160760006 title "Parameter Sensitivity of Deterministic and Stochastic Search Methods" @default.
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- W160760006 doi "https://doi.org/10.1007/978-3-642-45767-8_16" @default.
- W160760006 hasPublicationYear "1998" @default.
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