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From Shortest Paths to Reinforcement Learning

A MATLAB-Based Tutorial on Dynamic Programming, EURO Advanced Tutorials on Operational Research

Erschienen am 12.01.2022, 1. Auflage 2021
69,54 €
(inkl. MwSt.)

Lieferbar innerhalb 1 - 2 Wochen

In den Warenkorb
Bibliografische Daten
ISBN/EAN: 9783030618698
Sprache: Englisch
Umfang: xi, 207 S., 67 s/w Illustr., 207 p. 67 illus.
Einband: kartoniertes Buch

Beschreibung

Dynamic programming (DP) has a relevant history as a powerful and flexible optimization principle, but has a bad reputation as a computationally impractical tool. This book fills a gap between the statement of DP principles and their actual software implementation. Using MATLAB throughout, this tutorial gently gets the reader acquainted with DP and its potential applications, offering the possibility of actual experimentation and hands-on experience. The book assumes basic familiarity with probability and optimization, and is suitable to both practitioners and graduate students in engineering, applied mathematics, management, finance and economics.

Produktsicherheitsverordnung

Hersteller:
Springer Verlag GmbH
juergen.hartmann@springer.com
Tiergartenstr. 17
DE 69121 Heidelberg

Autorenportrait

Paolo Brandimarte is full professor at the Department of Mathematical Sciences of Politecnico di Torino, Italy, where he teaches courses on Business Analytics, Risk Management, and Operations Research. He is the author of more than ten books on the application of optimization and simulation methods to problems ranging from quantitative finance to production and supply chain management.