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Cross-entropy method
Known as:
Cross entropy method
The cross-entropy (CE) method attributed to Reuven Rubinstein is a general Monte Carlo approach tocombinatorial and continuous multi-extremal…
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Related topics
Related topics
21 relations
Ant colony optimization algorithms
Combinatorial optimization
Continuous optimization
Cross entropy
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2011
2011
Efficient rare event simulation for heavy-tailed systems via cross entropy
J. Blanchet
,
Yixi Shi
Online World Conference on Soft Computing in…
2011
Corpus ID: 14763093
2011
2011
Vehicle Routing Problem with Stochastic Demands and Simultaneous Delivery and Pickup
Chuansheng Wang
,
Yue Qiu
2011
Corpus ID: 60138816
In this paper vehicle routing problem with stochastic demands and simultaneous delivery and pickup is developed and analyzed…
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2009
2009
Optimal generation expansion planning via the Cross-Entropy method
Rishabh P. Kothari
,
Dirk P. Kroese
Online World Conference on Soft Computing in…
2009
Corpus ID: 5968268
The Generation Expansion Planning (GEP) problem is a highly constrained, large-scale, mixed integer nonlinear programming problem…
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2009
2009
On the performance of the Cross-Entropy method
Jiaqiao Hu
,
Ping Hu
Online World Conference on Soft Computing in…
2009
Corpus ID: 5521133
We study the recently introduced Cross-Entropy (CE) method for optimization, an iterative random sampling approach that is based…
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2008
2008
Synthesizing antenna array sidelobe levels and null placements using the Cross Entropy method
J. Connor
,
S. Foo
,
M. Weatherspoon
34th Annual Conference of IEEE Industrial…
2008
Corpus ID: 6467963
This paper describes the synthesis of linear antenna arrays using the cross entropy (CE) method to produce array responses with…
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2008
2008
Application of the Cross Entropy Method to the Credit Risk Assessment in an Early Warning System
Hong Zhou
,
Jing Wang
,
Yue Qiu
International Symposiums on Information…
2008
Corpus ID: 2039601
Traditional Moonier Carlo method usually takes a long time to simulate rare event, while importance sampling techniques can…
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2007
2007
Data-Driven Subvector Clustering using the Cross-Entropy Method
C. J. Jung
,
Hoon-Young Cho
,
Yung-Hwan Oh
IEEE International Conference on Acoustics…
2007
Corpus ID: 7823177
Automatic speech recognition (ASR) systems are limited in the computational power and memory resources, especially in low-memory…
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Review
2006
Review
2006
The EM Algorithm , Its Stochastic Implementation and Global Optimization : Some Challenges and Opportunities for OR
Wolfgang Jank
2006
Corpus ID: 17320327
The EM algorithm is a very powerful optimization method and has reached popularity in many fields. Unfortunately, EM is only a…
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2004
2004
Assessing the Spatial Distribution of Crop Production Using a Cross-Entropy Method
L. You
,
S. Wood
2004
Corpus ID: 12694301
While agricultural production statistics are reported on a geopolitical - often national - basis we often need to know the status…
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2004
2004
Fast simulation of excessive population size in tandem Jackson networks
W. Sandmann
The IEEE Computer Society's 12th Annual…
2004
Corpus ID: 16656345
We consider the probability that the population in a two node tandem Jackson network reaches some high level during a busy period…
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