Integer and combinatorial optimization
Integer and combinatorial optimization
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
Local Search in Combinatorial Optimization
Local Search in Combinatorial Optimization
Intelligent Optimisation Techniques: Genetic Algorithms, Tabu Search, Simulated Annealing and Neural Networks
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Introduction to Stochastic Search and Optimization
Introduction to Stochastic Search and Optimization
The Cross Entropy Method: A Unified Approach To Combinatorial Optimization, Monte-carlo Simulation (Information Science and Statistics)
A hierarchical approach for planning a multisensor multizone search for a moving target
Computers and Operations Research
Cross-Entropy-Based Replay of Concurrent Programs
FASE '09 Proceedings of the 12th International Conference on Fundamental Approaches to Software Engineering: Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2009
Overhead reduction in a distributed path management system
Computer Networks: The International Journal of Computer and Telecommunications Networking
Optimal fuzzy control system using the cross-entropy method. A case study of a drilling process
Information Sciences: an International Journal
Near-optimal joint antenna selection for amplify-and-forward relay networks
IEEE Transactions on Wireless Communications
A novel heuristic algorithm for QoS-aware end-to-end service composition
Computer Communications
On the performance of the cross-entropy method
Winter Simulation Conference
A cross-entropy method for value-at-risk constrained optimization
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
International Journal of Robotics Research
A multi-criteria network-aware service composition algorithm in wireless environments
Computer Communications
Using cross-entropy for satisfiability
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Solving the Multidimensional Assignment Problem by a Cross-Entropy method
Journal of Combinatorial Optimization
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We present new theoretical convergence results on the cross-entropy (CE) method for discrete optimization. We show that a popular implementation of the method converges, and finds an optimal solution with probability arbitrarily close to 1. We also give conditions under which an optimal solution is generated eventually with probability 1.