Optimal learning
Warren B. Powell · 2012
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About the book
"This text presents optimal learning techniques with applications in energy, homeland security, health, sports, transportation science, biomedical research, biosurveillance, stochastic optimization, high technology, and complex resource allocation problems. The coverage utilizes a relatively new class of algorithmic strategies known as approximate dynamic programming, which merges dynamic programming (Markov decision processes), math programming (linear, nonlinear, and integer), simulation, and statistics. It features mathematical techniques that are applicable to a variety of situations, from identifying promising drug candidates to figuring out the best evacuation plan in the event of a natural disaster"--
Book details
- Year
- 2012
- Language
- English
- Series
- Wiley series in probability and statistics
- Publisher
- Wiley
- Editions
- 1
- Pages
- 384
- ISBN
- 9780470596692
Data source: Wikidata
