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Titlebook: Stochastic Algorithms: Foundations and Applications; Third International Oleg B. Lupanov,Oktay M. Kasim-Zade,Kathleen Stein Conference pro

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Self-replication, Evolvability and Asynchronicity in Stochastic Worlds, and analyzed for evolvability. Developmental genetic regulatory networks (DGRNs) are suggested as a novel paradigm for massive asynchronous computation and evolvability. An appendix classifies modes of life (with different degrees of aliveness) for natural and artificial living systems and possible transitions between them.
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Some Heuristic Analysis of Local Search Algorithms for SAT Problems,lems. We observe that the difference between hard and easy instances is relatively small while there are enough places to be improved locally, and that the difference becomes crucial when all such places are processed. We also show that a tabu search type restriction could be useful for improving the efficiency of greedy local search algorithms.
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Optimal Fuzzy CLOS Guidance Law Design Using Ant Colony Optimization,eloped continuous ant colony system is used to optimize the parameters of a pre-constructed fuzzy sliding mode controller. The performance of the resulting guidance law is evaluated at different engagement scenarios.
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Two Metaheuristics for Multiobjective Stochastic Combinatorial Optimization,n the Ant Colony Optimization paradigm) which combines the previously developed algorithms S-ACO and P-ACO, and SPSA, which extends Pareto Simulated Annealing to the stochastic case. Both approaches are tested on random instances of a TSP with time windows and stochastic service times.
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978-3-540-29498-6Springer-Verlag Berlin Heidelberg 2005
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