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Fréchet function 1 Heuristic 1 Nonconvex optimization 1 Time series averaging 1
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Froese, Vincent 1 Jain, Brijnesh 1 Schultz, David 1
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Journal of Global Optimization 1
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EconStor 1
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An average-compress algorithm for the sample mean problem under dynamic time warping
Jain, Brijnesh; Froese, Vincent; Schultz, David - In: Journal of Global Optimization 86 (2023) 4, pp. 885-903
Computing a sample mean of time series under dynamic time warping is NP-hard. Consequently, there is an ongoing research effort to devise efficient heuristics. The majority of heuristics have been developed for the constrained sample mean problem that assumes a solution of predefined length. In...
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