Areas of Research Interests
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Algebraic methods in analysis of discrete event systems
Max-Plus algebra and Minimax algebra models of discrete event
systems, linear equations and spectral theory of matrices in
Max-Plus algebra, polynomials and rational functions in Max-Plus
algebra, Max-Plus algebra methods in optimization, idempotent
analysis
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Analysis and optimization of queueing systems
recursive equations based models of queueing systems,
performance and performability evaluation, sensitivity analysis,
perturbation analysis, stochastic methods in simulation-based
optimization of queueing systems
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Computer simulation and Monte Carlo methods
computer simulation of stochastic systems, parallel simulation
algorithms, analysis of simulation output, unbiased estimation,
variance reduction techniques
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Parallel and distributed computing
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Computer security
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Applied and computational statistics
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Methods of optimization
methods of global optimization, combinatorial optimization and
integer programming, methods of multiextremal and non-convex
optimization, stochastic methods and random search, applications
of optimization methods, methods for least median of squares
regression
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