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- W82419972 abstract "We present a method for estimating fitness functions that are computationally expensive for an exact evaluation. The proposed estimation method applies a number of partial evaluations based on incomplete information or uncertainties. We show how this method can yield results that are close to similar methods where fitness is measured over the entire dataset, but at a fraction of the speed or memory usage, and in a parallelizable manner. We describe our experience in applying this method to a real world application in the form of evolving equity trading strategies." @default.
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- W82419972 date "2013-01-01" @default.
- W82419972 modified "2023-09-25" @default.
- W82419972 title "Introducing an Age-Varying Fitness Estimation Function" @default.
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- W82419972 doi "https://doi.org/10.1007/978-1-4614-6846-2_5" @default.
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