Optimal Control of Dynamic Systems Driven by Vector Measures: Theory and Applications
暫譯: 向量測度驅動的動態系統最佳控制:理論與應用

Ahmed, N. U., Wang, Shian

  • 出版商: Springer
  • 出版日期: 2021-09-14
  • 售價: $5,640
  • 貴賓價: 9.5$5,358
  • 語言: 英文
  • 頁數: 270
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030821382
  • ISBN-13: 9783030821388
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book is devoted to the development of optimal control theory for finite dimensional systems governed by deterministic and stochastic differential equations driven by vector measures. The book deals with a broad class of controls, including regular controls (vector-valued measurable functions), relaxed controls (measure-valued functions) and controls determined by vector measures, where both fully and partially observed control problems are considered.

In the past few decades, there have been remarkable advances in the field of systems and control theory thanks to the unprecedented interaction between mathematics and the physical and engineering sciences. Recently, optimal control theory for dynamic systems driven by vector measures has attracted increasing interest. This book presents this theory for dynamic systems governed by both ordinary and stochastic differential equations, including extensive results on the existence of optimal controls and necessary conditions for optimality. Computational algorithms are developed based on the optimality conditions, with numerical results presented to demonstrate the applicability of the theoretical results developed in the book.

This book will be of interest to researchers in optimal control or applied functional analysis interested in applications of vector measures to control theory, stochastic systems driven by vector measures, and related topics. In particular, this self-contained account can be a starting point for further advances in the theory and applications of dynamic systems driven and controlled by vector measures.

商品描述(中文翻譯)

本書專注於針對由向量測度驅動的確定性和隨機微分方程所支配的有限維系統的最佳控制理論的發展。本書處理廣泛的控制類別,包括常規控制(向量值可測函數)、放鬆控制(測度值函數)以及由向量測度決定的控制,並考慮完全觀察和部分觀察的控制問題。

在過去幾十年中,得益於數學與物理及工程科學之間前所未有的互動,系統與控制理論領域取得了顯著的進展。最近,針對由向量測度驅動的動態系統的最佳控制理論引起了越來越多的關注。本書介紹了這一理論,涵蓋了由常微分方程和隨機微分方程所支配的動態系統,包括有關最佳控制存在性和最佳性必要條件的廣泛結果。基於最佳性條件開發了計算算法,並提供數值結果以展示本書中發展的理論結果的適用性。

本書將吸引對最佳控制或應用泛函分析感興趣的研究人員,特別是對向量測度在控制理論、由向量測度驅動的隨機系統及相關主題的應用感興趣的研究者。特別是,這本自成一體的著作可以作為進一步推進由向量測度驅動和控制的動態系統理論及應用的起點。

作者簡介

N.U. Ahmed is Emeritus Professor at the University of Ottawa. He has made significant contributions to functional analysis applied to systems and optimal control theory. Over his academic career, Dr. Ahmed has published 7 monographs and numerous journal articles in the general areas of systems and control theory, including partial differential equations, stochastic differential equations, abstract differential equations, integral equations and functional analysis. He received the University of Ottawa George Glinski award for excellence in research in 1989.

Shian Wang is a senior graduate student at the University of Ottawa. His research interests span the broad area of systems and control theory with extensive applications to intelligent transportation systems.

作者簡介(中文翻譯)

N.U. Ahmed 是渥太華大學的名譽教授。他在應用於系統和最佳控制理論的函數分析方面做出了重要貢獻。在他的學術生涯中,Ahmed 博士發表了 7 本專著和大量期刊文章,涵蓋系統和控制理論的一般領域,包括偏微分方程、隨機微分方程、抽象微分方程、積分方程和函數分析。他於 1989 年獲得渥太華大學 George Glinski 研究卓越獎。

Shian Wang 是渥太華大學的高年級研究生。他的研究興趣涵蓋系統和控制理論的廣泛領域,並廣泛應用於智慧交通系統。