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Learning Decision Sequences For Repetitive Processes—Selected Algorithms - Wojciech Rafajlowicz - Bog

Bag om Learning Decision Sequences For Repetitive Processes—Selected Algorithms

This book provides tools and algorithms for solving a wide class of optimization tasks by learning from their repetitions. A unified framework is provided for learning algorithms that are based on the stochastic gradient (a golden standard in learning), including random simultaneous perturbations and the response surface the methodology.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030883959
  • Indbinding:
  • Hardback
  • Sideantal:
  • 126
  • Udgivet:
  • 26. oktober 2021
  • Udgave:
  • 12022
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 383 g.
  • 8-11 hverdage.
  • 10. december 2024
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Forlænget returret til d. 31. januar 2025

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Beskrivelse af Learning Decision Sequences For Repetitive Processes—Selected Algorithms

This book provides tools and algorithms for solving a wide class of optimization tasks by learning from their repetitions. A unified framework is provided for learning algorithms that are based on the stochastic gradient (a golden standard in learning), including random simultaneous perturbations and the response surface the methodology.

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