A Tutorial on the Cross-Entropy Method

Annals of Operations Research ◽

10.1007/s10479-005-5724-z ◽

2005 ◽

Vol 134 (1) ◽

pp. 19-67 ◽

Author(s):

Pieter-Tjerk de Boer ◽

Dirk P. Kroese ◽

Shie Mannor ◽

Reuven Y. Rubinstein

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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The cross entropy method for classification

Proceedings of the 22nd international conference on Machine learning - ICML '05 ◽

10.1145/1102351.1102422 ◽

2005 ◽

Author(s):

Shie Mannor ◽

Dori Peleg ◽

Reuven Rubinstein

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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Ship Collision Avoidance Utilizing the Cross-Entropy Method for Collision Risk Assessment

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3101007 ◽

2021 ◽

pp. 1-14

Author(s):

Trym Tengesdal ◽

Tor A. Johansen ◽

Edmund F. Brekke

Keyword(s):

Risk Assessment ◽

Collision Avoidance ◽

Entropy Method ◽

Cross Entropy ◽

Collision Risk ◽

Cross Entropy Method ◽

Ship Collision ◽

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Estimating Optimal Stopping Rules in the Multiple Best Choice Problem with Minimal Summarized Rank via the Cross-Entropy Method

Evolutionary Learning and Optimization - Exploitation of Linkage Learning in Evolutionary Algorithms ◽

10.1007/978-3-642-12834-9_11 ◽

2010 ◽

pp. 227-241 ◽

Author(s):

T. V. Polushina

Keyword(s):

Optimal Stopping ◽

Entropy Method ◽

Cross Entropy ◽

Stopping Rules ◽

Choice Problem ◽

Best Choice Problem ◽

Cross Entropy Method ◽

Optimal Stopping Rules ◽

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Application of the Cross-Entropy Method to Dual Lagrange Support Vector Machine

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-03348-3_61 ◽

2009 ◽

pp. 595-602 ◽

Author(s):

Budi Santosa

Keyword(s):

Support Vector Machine ◽

Entropy Method ◽

Cross Entropy ◽

Support Vector ◽

Cross Entropy Method ◽

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Application of the Cross-Entropy Method to Electromagnetic Optimisation Problems

2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting ◽

10.1109/apusncursinrsm.2018.8608714 ◽

2018 ◽

Author(s):

Maria Kovaleva ◽

David Bulger ◽

Rajas P. Khokle ◽

Karu P. Esselle

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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Multiple Break-Points Detection in Array CGH Data via the Cross-Entropy Method

IEEE/ACM Transactions on Computational Biology and Bioinformatics ◽

10.1109/tcbb.2014.2361639 ◽

2015 ◽

Vol 12 (2) ◽

pp. 487-498 ◽

Author(s):

W. J. R. M. Priyadarshana ◽

Georgy Sofronov

Keyword(s):

Array Cgh ◽

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

Break Points ◽

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Aperiodic array synthesis using the Cross Entropy method

2010 International Conference on Microwave and Millimeter Wave Technology ◽

10.1109/icmmt.2010.5525211 ◽

2010 ◽

Author(s):

Li Bian ◽

Qun Wu

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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Asymptotic optimality of the cross-entropy method for Markov chain problems

Procedia Computer Science ◽

10.1016/j.procs.2010.04.176 ◽

2010 ◽

Vol 1 (1) ◽

pp. 1571-1578 ◽

Author(s):

Ad Ridder

Keyword(s):

Markov Chain ◽

Asymptotic Optimality ◽

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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The Cross-Entropy Method

Simulation and the Monte Carlo Method - Wiley Series in Probability and Statistics ◽

10.1002/9780470285312.ch18 ◽

2012 ◽

pp. 151-175

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Cross Entropy Method ◽

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The cross-entropy method for solving a variety of hierarchical search problems

10.1109/icif.2007.4408195 ◽

2007 ◽

Author(s):

Cecile Simonin ◽

Jean-Pierre Le Cadre ◽

Frederic Dambreville

Keyword(s):

Entropy Method ◽

Cross Entropy ◽

Search Problems ◽

Hierarchical Search ◽

Cross Entropy Method ◽

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