Boris Mitavskiy
Affiliations:- University of Sheffield, School of Medicine
According to our database1,
Boris Mitavskiy
authored at least 24 papers
between 2003 and 2014.
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Bibliography
2014
A theoretical assessment of solution quality in evolutionary algorithms for the knapsack problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Geiringer theorems: from population genetics to computational intelligence, memory evolutive systems and Hebbian learning.
Nat. Comput., 2013
A Further Generalization of the Finite-Population Geiringer-like Theorem for POMDPs to Allow Recombination Over Arbitrary Set Covers.
CoRR, 2013
Design and Analysis of an Estimation of Distribution Approximation Algorithm for Single Machine Scheduling in Uncertain Environments.
CoRR, 2013
A further generalization of the finite-population geiringer-like theorem for pomdps to allow recombination overarbitrary set covers.
Proceedings of the Foundations of Genetic Algorithms XII, 2013
On the evolution of self-organised role-allocation and role-switching behaviour in swarm robotics: a case study.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013
Combining drift analysis and generalized schema theory to design efficient hybrid and/or mixed strategy EAs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
A version of Geiringer-like theorem for decision making in the environments with randomness and incomplete information.
Int. J. Intell. Comput. Cybern., 2012
A polynomial time approximation scheme for a single machine scheduling problem using a hybrid evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2009
Theoretical analysis of local search strategies to optimize network communication subject to preserving the total number of links.
Int. J. Intell. Comput. Cybern., 2009
Estimating the Ratios of the Stationary Distribution Values for Markov Chains Modeling Evolutionary Algorithms.
Evol. Comput., 2009
2008
Quotients of Markov chains and asymptotic properties of the stationary distribution of the Markov chain associated to an evolutionary algorithm.
Genet. Program. Evolvable Mach., 2008
Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008
Preliminary theoretical analysis of a local search algorithm to optimize network communication subject to preserving the total number of links.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
An improvement of the "quotient construction" method and further asymptotic results on the stationary distributions of the Markov chains modeling evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Theor. Comput. Sci., 2006
An Extension of Geiringer's Theorem for a Wide Class of Evolutionary Search Algorithms.
Evol. Comput., 2006
Exploiting Quotients of Markov Chains to Derive Properties of the Stationary Distribution of the Markov Chain Associated to an Evolutionary Algorithm.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006
How fast does the stationary distribution of the Markov chain modelling EAs concentrate on the homogeneous populations for small mutation rate?.
Proceedings of the Theory of Evolutionary Algorithms, 05.02. - 10.02.2006, 2006
2005
A Schema-Based Version of Geiringer's Theorem for Nonlinear Genetic Programming with Homologous Crossover.
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005
2004
PhD thesis, 2004
Evol. Comput., 2004
2003
Proceedings of the Genetic and Evolutionary Computation, 2003