From Shortest Paths to Reinforcement Learning : A MATLAB-Based Tutorial on Dynamic Programming
2021 ed.
Book Details
Format
Paperback / Softback
Book Series
EURO Advanced Tutorials on Operational Research
ISBN-10
3030618692
ISBN-13
9783030618698
Edition
2021 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jan 12th, 2022
Print length
207 Pages
Ksh 12,600.00
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Dynamic programming (DP) has a relevant history as a powerful and flexible optimization principle, but has a bad reputation as a computationally impractical tool.
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.
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