The Cross-Entropy Method

[1]  Jiguo Cao,et al.  Parameter estimation for differential equations: a generalized smoothing approach , 2007 .

[2]  Dirk P. Kroese,et al.  The Cross-Entropy Method for Continuous Multi-Extremal Optimization , 2006 .

[3]  Lih-Yuan Deng,et al.  The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning , 2006, Technometrics.

[4]  S. Nariai,et al.  On the design of multi-type networks via the cross-entropy method , 2005, DRCN 2005). Proceedings.5th International Workshop on Design of Reliable Communication Networks, 2005..

[5]  Dirk P. Kroese,et al.  Designing an Optimal Network Using the Cross-Entropy Method , 2005, IDEAL.

[6]  Dirk P. Kroese,et al.  HEAVY TAILS, IMPORTANCE SAMPLING AND CROSS–ENTROPY , 2005 .

[7]  L. Margolin,et al.  On the Convergence of the Cross-Entropy Method , 2005, Ann. Oper. Res..

[8]  Avraham Shtub,et al.  Managing Stochastic, Finite Capacity, Multi-Project Systems through the Cross-Entropy Methodology , 2005, Ann. Oper. Res..

[9]  Tito Homem-de-Mello,et al.  Solving the Vehicle Routing Problem with Stochastic Demands using the Cross-Entropy Method , 2005, Ann. Oper. Res..

[10]  Shie Mannor,et al.  Basis Function Adaptation in Temporal Difference Reinforcement Learning , 2005, Ann. Oper. Res..

[11]  Ad Ridder,et al.  Importance Sampling Simulations of Markovian Reliability Systems Using Cross-Entropy , 2005, Ann. Oper. Res..

[12]  M. Caserta,et al.  A Cross-Entropy Based Algorithm for Combinatorial Optimization Problems , 2005 .

[13]  Dirk P. Kroese,et al.  Application of the Cross-Entropy Method to the Buffer Allocation Problem in a Simulation-Based Environment , 2005, Ann. Oper. Res..

[14]  Shie Mannor,et al.  A Tutorial on the Cross-Entropy Method , 2005, Ann. Oper. Res..

[15]  Miro Kraetzl,et al.  The Cross-Entropy Method for Network Reliability Estimation , 2005, Ann. Oper. Res..

[16]  Dirk P. Kroese,et al.  Global likelihood optimization via the cross-entropy method with an application to mixture models , 2004, Proceedings of the 2004 Winter Simulation Conference, 2004..

[17]  Jesse Frey,et al.  Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control , 2004 .

[18]  Tim Hesterberg,et al.  Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control , 2004, Technometrics.

[19]  Dirk P. Kroese,et al.  A Fast Cross-Entropy Method for Estimating Buffer Overflows in Queueing Networks , 2004, Manag. Sci..

[20]  Arnaud Doucet,et al.  The cross-entropy method for blind multiuser detection , 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

[21]  Dirk P. Kroese,et al.  The Transform Likelihood Ratio Method for Rare Event Simulation with Heavy Tails , 2004, Queueing Syst. Theory Appl..

[22]  Dirk P. Kroese,et al.  Combinatorial Optimization via Cross-Entropy , 2004 .

[23]  Shie Mannor,et al.  The Cross Entropy Method for Fast Policy Search , 2003, ICML.

[24]  Dirk P. Kroese,et al.  Sequence alignment by rare event simulation , 2002, Proceedings of the Winter Simulation Conference.

[25]  Reuven Y. Rubinstein,et al.  Cross-entropy and rare events for maximal cut and partition problems , 2002, TOMC.

[26]  Bjarne E. Helvik,et al.  Using the Cross-Entropy Method to Guide/Govern Mobile Agent's Path Finding in Networks , 2001, MATA.

[27]  R. Rubinstein Combinatorial Optimization, Cross-Entropy, Ants and Rare Events , 2001 .

[28]  Pieter Tjerk de Boer,et al.  Analysis and efficient simulation of queueing models of telecommunications systems , 2000 .

[29]  R. Rubinstein The Cross-Entropy Method for Combinatorial and Continuous Optimization , 1999 .

[30]  Reuven Y. Rubinstein,et al.  Modern simulation and modeling , 1998 .

[31]  William J. Cook,et al.  Combinatorial optimization , 1997 .

[32]  Reuven Y. Rubinstein,et al.  Optimization of computer simulation models with rare events , 1997 .

[33]  M. R. Rao,et al.  Combinatorial Optimization , 1992, NATO ASI Series.

[34]  Reuven Y. Rubinstein,et al.  Simulation and the Monte Carlo method , 1981, Wiley series in probability and mathematical statistics.

[35]  S. Yoshizawa,et al.  An Active Pulse Transmission Line Simulating Nerve Axon , 1962, Proceedings of the IRE.