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ORCIDBoris Mitavskiy
Person information
- affiliation: University of Sheffield, School of Medicine
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Books and Theses
- 2004
[b1]Boris Mitavskiy:
A mathematical model of evolutionary computation and some consequences. University of Michigan, USA, 2004
Journal Articles
- 2013
- [j8]Boris Mitavskiy, Elio Tuci, Chris Cannings, Jonathan E. Rowe, Jun He
:
Geiringer theorems: from population genetics to computational intelligence, memory evolutive systems and Hebbian learning. Nat. Comput. 12(4): 473-484 (2013) - 2012
- [j7]Boris Mitavskiy, Jonathan E. Rowe, Chris Cannings:
A version of Geiringer-like theorem for decision making in the environments with randomness and incomplete information. Int. J. Intell. Comput. Cybern. 5(1): 36-90 (2012) - 2009
- [j6]Boris Mitavskiy, Chris Cannings:
Estimating the Ratios of the Stationary Distribution Values for Markov Chains Modeling Evolutionary Algorithms. Evol. Comput. 17(3): 343-377 (2009) - [j5]Boris Mitavskiy, Jonathan E. Rowe, Chris Cannings:
Theoretical analysis of local search strategies to optimize network communication subject to preserving the total number of links. Int. J. Intell. Comput. Cybern. 2(2): 243-284 (2009) - 2008
- [j4]Boris Mitavskiy, Jonathan E. Rowe, Alden H. Wright, Lothar M. Schmitt:
Quotients of Markov chains and asymptotic properties of the stationary distribution of the Markov chain associated to an evolutionary algorithm. Genet. Program. Evolvable Mach. 9(2): 109-123 (2008) - 2006
- [j3]Boris Mitavskiy, Jonathan E. Rowe:
An Extension of Geiringer's Theorem for a Wide Class of Evolutionary Search Algorithms. Evol. Comput. 14(1): 87-118 (2006) - [j2]Boris Mitavskiy, Jonathan E. Rowe:
Some results about the Markov chains associated to GPs and general EAs. Theor. Comput. Sci. 361(1): 72-110 (2006) - 2004
- [j1]Boris Mitavskiy:
Crossover Invariant Subsets of the Search Space for Evolutionary Algorithms. Evol. Comput. 12(1): 19-46 (2004)
Conference and Workshop Papers
- 2014
- [c11]Jun He, Boris Mitavskiy, Yuren Zhou:
A theoretical assessment of solution quality in evolutionary algorithms for the knapsack problem. IEEE Congress on Evolutionary Computation 2014: 141-148 - 2013
- [c10]Boris Mitavskiy, Jun He:
Combining drift analysis and generalized schema theory to design efficient hybrid and/or mixed strategy EAs. IEEE Congress on Evolutionary Computation 2013: 2028-2036 - [c9]Elio Tuci, Boris Mitavskiy, Gianpiero Francesca:
On the evolution of self-organised role-allocation and role-switching behaviour in swarm robotics: a case study. ECAL 2013: 379-386 - [c8]Boris Mitavskiy, Jun He:
A further generalization of the finite-population geiringer-like theorem for pomdps to allow recombination overarbitrary set covers. FOGA 2013: 133-146 - 2012
- [c7]Boris Mitavskiy, Jun He:
A polynomial time approximation scheme for a single machine scheduling problem using a hybrid evolutionary algorithm. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2008
- [c6]Boris Mitavskiy, Jonathan E. Rowe, Chris Cannings:
Preliminary theoretical analysis of a local search algorithm to optimize network communication subject to preserving the total number of links. IEEE Congress on Evolutionary Computation 2008: 1484-1491 - 2007
- [c5]Boris Mitavskiy, Chris Cannings:
An improvement of the "quotient construction" method and further asymptotic results on the stationary distributions of the Markov chains modeling evolutionary algorithms. IEEE Congress on Evolutionary Computation 2007: 2606-2613 - 2006
- [c4]Boris Mitavskiy, Jonathan E. Rowe, Alden H. Wright, Lothar M. Schmitt:
Exploiting Quotients of Markov Chains to Derive Properties of the Stationary Distribution of the Markov Chain Associated to an Evolutionary Algorithm. SEAL 2006: 726-733 - 2005
- [c3]Andreas Blass, Boris Mitavskiy:
NP-Completeness of Deciding Binary Genetic Encodability. FOGA 2005: 58-74 - [c2]Boris Mitavskiy, Jonathan E. Rowe:
A Schema-Based Version of Geiringer's Theorem for Nonlinear Genetic Programming with Homologous Crossover. FOGA 2005: 156-175 - 2003
- [c1]Boris Mitavskiy:
Comparing Evolutionary Computation Techniques via Their Representation. GECCO 2003: 1196-1209
Informal and Other Publications
- 2014
- [i9]Jun He, Boris Mitavskiy, Yuren Zhou:
A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem. CoRR abs/1404.3520 (2014) - 2013
- [i8]Boris Mitavskiy, Jun He:
Combining Drift Analysis and Generalized Schema Theory to Design Efficient Hybrid and/or Mixed Strategy EAs. CoRR abs/1305.2490 (2013) - [i7]Boris Mitavskiy, Jun He:
A Further Generalization of the Finite-Population Geiringer-like Theorem for POMDPs to Allow Recombination Over Arbitrary Set Covers. CoRR abs/1305.2498 (2013) - [i6]Boris Mitavskiy, Elio Tuci, Chris Cannings, Jonathan E. Rowe, Jun He:
Geiringer Theorems: From Population Genetics to Computational Intelligence, Memory Evolutive Systems and Hebbian Learning. CoRR abs/1305.2504 (2013) - [i5]Boris Mitavskiy, Jun He:
Design and Analysis of an Estimation of Distribution Approximation Algorithm for Single Machine Scheduling in Uncertain Environments. CoRR abs/1312.1273 (2013) - 2012
- [i4]Boris Mitavskiy, Jun He:
A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm. CoRR abs/1202.1708 (2012) - 2011
- [i3]Boris Mitavskiy, Jonathan E. Rowe, Chris Cannings:
A Version of Geiringer-like Theorem for Decision Making in the Environments with Randomness and Incomplete Information. CoRR abs/1110.4657 (2011) - 2008
- [i2]Boris Mitavskiy, Chris Cannings:
Evaluating Stationary Distribution of the Binary GA Markov Chain in Special Cases. Theory of Evolutionary Algorithms 2008 - 2006
- [i1]Boris Mitavskiy, Jonathan E. Rowe:
How fast does the stationary distribution of the Markov chain modelling EAs concentrate on the homogeneous populations for small mutation rate?. Theory of Evolutionary Algorithms 2006
Coauthor Index
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