Adaptive Stochastic Optimization Techniques with Applications
暫譯: 自適應隨機優化技術及其應用

James A. Momoh

  • 出版商: CRC
  • 出版日期: 2015-12-17
  • 售價: $7,360
  • 貴賓價: 9.5$6,992
  • 語言: 英文
  • 頁數: 442
  • 裝訂: Hardcover
  • ISBN: 1439829780
  • ISBN-13: 9781439829783
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents new trends in optimization methods that can be used to handle the stochastic, predictive nature of large-scale system problems in power and energy. The author provides decision tools and techniques for heuristic optimization and adaptive dynamic programming. He also reviews the latest research in optimization techniques derived from static optimization, decision support tools, and heuristic and adaptive dynamic programming for handling problems with stochastic, predictive, and adaptive behavior. In addition to easy-to-follow algorithms and illustrative engineering examples, the author also includes benchmark problems from power systems using state-of-the-art optimization.

商品描述(中文翻譯)

本書介紹了可用於處理電力和能源領域中大規模系統問題的隨機性和預測性的新趨勢優化方法。作者提供了啟發式優化和自適應動態規劃的決策工具和技術。他還回顧了最新的優化技術研究,這些技術源自靜態優化、決策支持工具以及用於處理具有隨機性、預測性和自適應行為問題的啟發式和自適應動態規劃。除了易於理解的算法和示範工程範例外,作者還包括了來自電力系統的基準問題,這些問題使用了最先進的優化技術。