Performance optimization is vital in the design and operation of modern engineering systems, including communications, manufacturing, robotics, and logistics. Most engineering systems are too complicated to model, or the system parameters cannot be easily identified, so learning techniques have to be applied. This book provides a unified framework based on a sensitivity point of view. It also introduces new approaches and proposes new research topics within this sensitivity-based framework. This new perspective on a popular topic is presented by a well respected expert in the field.
發表於2024-12-24
Stochastic Learning and Optimization 2024 pdf epub mobi 電子書 下載
圖書標籤: 隨機優化 最優化 強化學習 Markov Dynamic_Programming
Stochastic Learning and Optimization 2024 pdf epub mobi 電子書 下載