كتاب
Dynamic programming and optimal control
| العنوان: | Dynamic programming and optimal control |
|---|---|
| المؤلفون: | Bertsekas, Dimitri P. |
| بيانات النشر: | Belmont, Mass. : Athena Scientific, c2005-2007. 3rd ed. |
| سنة النشر: | 2005 |
| وصف مادي: | 2 v. : ill. ; 24 cm. |
| سلاسل: | Athena Scientific optimization and computation series Athena Scientific optimization and computation series. |
| مصطلحات موضوعية: | Dynamische programmering., Dynamic programming., Control theory., Software., Programmation dynamique., Commande, Théorie de la., Algoritmen., Optimaliseren. |
| الوصف: | "The leading and most up-to-date textbook on the far-ranging algorithmic methododogy of Dynamic Programming, which can be used for optimal control, Markovian decision problems, planning and sequential decision making under uncertainty, and discrete/combinatorial optimization. The treatment focuses on basic unifying themes, and conceptual foundations. It illustrates the versatility, power, and generality of the method with many examples and applications from engineering, operations research, and other fields. It also addresses extensively the practical application of the methodology, possibly through the use of approximations, and provides an extensive treatment of the far-reaching methodology of Neuro-Dynamic Programming/Reinforcement Learning. The first volume is oriented towards modeling, conceptualization, and finite-horizon problems, but also includes a substantive introduction to infinite horizon problems that is suitable for classroom use. The second volume is oriented towards mathematical analysis and computation, treats infinite horizon problems extensively, and provides an up-to-date account of approximate large-scale dynamic programming and reinforcement learning. The text contains many illustrations, worked-out examples, and exercises."--Publisher's website. |
| ملاحظة حول المحتويات: | v. 2. Approximate dynamic programming. |
| Original Identifier: | ocm61855436 |
| نوع الوثيقة: | Book |
| اللغة: | English |
| ردمك: | 978-1-886529-08-3 978-1-886529-26-7 978-1-886529-30-4 1-886529-08-6 1-886529-26-4 1-886529-30-2 |
| حقوق: | This record is part of the Harvard Library Bibliographic Dataset, which is provided by the Harvard Library under its Bibliographic Dataset Use Terms and includes data made available by, among others, OCLC Online Computer Library Center, Inc. and the Library of Congress. |
| ملاحظات: | Includes bibliographical references and indexes. |
| رقم الأكسشن: | edshlc.012598114.7 |
| قاعدة البيانات: | Harvard Library Bibliographic Dataset |
| ردمك: | 9781886529083 9781886529267 9781886529304 1886529086 1886529264 1886529302 |
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