Optimal Control Theory with Applications in Economics
暫譯: 經濟學應用的最優控制理論
Weber, Thomas A., Kryazhimskiy, A. V.
- 出版商: Summit Valley Press
- 出版日期: 2011-09-30
- 售價: $2,530
- 貴賓價: 9.5 折 $2,404
- 語言: 英文
- 頁數: 376
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0262015730
- ISBN-13: 9780262015738
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相關分類:
經濟學 Economy
海外代購書籍(需單獨結帳)
商品描述
A rigorous introduction to optimal control theory, with an emphasis on applications in economics.
This book bridges optimal control theory and economics, discussing ordinary differential equations, optimal control, game theory, and mechanism design in one volume. Technically rigorous and largely self-contained, it provides an introduction to the use of optimal control theory for deterministic continuous-time systems in economics. The theory of ordinary differential equations (ODEs) is the backbone of the theory developed in the book, and chapter 2 offers a detailed review of basic concepts in the theory of ODEs, including the solution of systems of linear ODEs, state-space analysis, potential functions, and stability analysis. Following this, the book covers the main results of optimal control theory, in particular necessary and sufficient optimality conditions; game theory, with an emphasis on differential games; and the application of control-theoretic concepts to the design of economic mechanisms. Appendixes provide a mathematical review and full solutions to all end-of-chapter problems.
The material is presented at three levels: single-person decision making; games, in which a group of decision makers interact strategically; and mechanism design, which is concerned with a designer's creation of an environment in which players interact to maximize the designer's objective. The book focuses on applications; the problems are an integral part of the text. It is intended for use as a textbook or reference for graduate students, teachers, and researchers interested in applications of control theory beyond its classical use in economic growth. The book will also appeal to readers interested in a modeling approach to certain practical problems involving dynamic continuous-time models.
商品描述(中文翻譯)
嚴謹的最優控制理論介紹,重點在於經濟學的應用。
本書橋接最優控制理論與經濟學,將常微分方程、最優控制、博弈論及機制設計整合於一卷。內容技術上嚴謹且大部分自成體系,提供了最優控制理論在經濟學中應用於確定性連續時間系統的入門介紹。常微分方程(ODE)的理論是本書所發展理論的基礎,第二章詳細回顧了ODE理論中的基本概念,包括線性ODE系統的解、狀態空間分析、潛在函數及穩定性分析。接下來,本書涵蓋了最優控制理論的主要結果,特別是必要和充分的最優性條件;博弈論,重點在於微分博弈;以及控制理論概念在經濟機制設計中的應用。附錄提供數學回顧及所有章末問題的完整解答。
本書的內容分為三個層次:單人決策;博弈,涉及一組決策者的策略互動;以及機制設計,關注設計者創造一個環境,使得參與者互動以最大化設計者的目標。本書專注於應用,問題是文本的重要組成部分。它旨在作為研究生、教師及對控制理論在經濟增長以外的應用感興趣的研究者的教科書或參考書。本書也將吸引對某些涉及動態連續時間模型的實際問題建模方法感興趣的讀者。
作者簡介
Thomas A. Weber is Associate Professor at the Swiss Federal Institute of Technology in Lausanne, Switzerland.
作者簡介(中文翻譯)
托馬斯·A·韋伯是瑞士洛桑聯邦理工學院的副教授。