Stochastic Approximation and Recursive Algorithms and Applications

Stochastic Approximation and Recursive Algorithms and Applications pdf epub mobi txt 電子書 下載2025

出版者:
作者:Kushner, Harold J.; Yin, G. George; Yin, George
出品人:
頁數:500
译者:
出版時間:2010-11
價格:$ 129.95
裝幀:
isbn號碼:9781441918475
叢書系列:
圖書標籤:
  • 隨機算法
  • 機器學習
  • Stochastic Approximation
  • Recursive Algorithms
  • Optimization
  • Machine Learning
  • Reinforcement Learning
  • Statistical Learning
  • Adaptive Control
  • Robotics
  • Signal Processing
  • Numerical Methods
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具體描述

This book presents a thorough development of the modern theory of stochastic approximation or recursive stochastic algorithms for both constrained and unconstrained problems. This second edition is a thorough revision, although the main features and structure remain unchanged. It contains many additional applications and results as well as more detailed discussion.

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