Learning Decision Sequences For Repetitive Processes—Selected Algorithms

Dades bibliogràfiques
Autor principal: Rafajłowicz, Wojciech (Autor)
Autor corporatiu: SpringerLink (Online service)
Sumari:XI, 126 p. 32 illus., 19 illus. in color.
text
Idioma:anglès
Publicat: Cham : Springer International Publishing : Imprint: Springer, 2022.
Edició:1st ed. 2022.
Col·lecció:Studies in Systems, Decision and Control, 401
Matèries:
Accés en línia:https://doi.org/10.1007/978-3-030-88396-6
Format: Electrònic Llibre
Taula de continguts:
  • Introduction
  • Basic notions and notations
  • Learning decision sequences
  • Differential evolution with a population filter
  • Decision making for COVID-19 suppression
  • Stochastic gradient in learning
  • Optimal decision sequences
  • Learning from image sequences.