The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning

by Dirk P. Kroese and Reuven Y. Rubinstein

Rubinstein is the pioneer of the well-known score function and cross-entropy methods.

Accessible to a broad audience of engineers, computer scientists, mathematicians, statisticians and in general anyone, theorist and practitioner, who is interested in smart simulation, fast optimization, learning algorithms, and image processing.

• Format: Paperback
• Language: English
• ISBN: 1441919406
• ISBN13: 9781441919403
• Release Date: December 2011
• Publisher: Springer
• Length: 301 Pages
• Weight: 1.00 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"