Neural approximations for optimal co...
Zoppoli, Riccardo.

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  • Neural approximations for optimal control and decision
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Neural approximations for optimal control and decision/ by Riccardo Zoppoli ... [et al.].
    其他作者: Zoppoli, Riccardo.
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: xviii, 517 p. :ill., digital ;24 cm.
    內容註: Chapter 1. The Basic Infinite-Dimensional or Functional Optimization Problem -- Chapter 2. From Functional Optimization to Nonlinear Programming by the Extended Ritz Method -- Chapter 3. Some Families of FSP Functions and Their Properties -- Chapter 4. Design of Mathematical Models by Learning from Data and FSP Functions -- Chapter 5. Numerical Methods for Integration and Search for Minima -- Chapter 6. Deterministic Optimal Control Over a Finite Horizon -- Chapter 7. Stochastic Optimal Control with Perfect State Information over a Finite Horizon -- Chapter 8. Stochastic Optimal Control with Imperfect State Information over a Finite Horizon -- Chapter 9. Team Optimal Control Problems -- Chapter 10. Optimal Control Problems over an Infinite Horizon -- Index.
    Contained By: Springer eBooks
    標題: Control theory - Mathematical models. -
    電子資源: https://doi.org/10.1007/978-3-030-29693-3
    ISBN: 9783030296933
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