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In this paper we consider a possible application of simultaneous perturbation stochastic approximation (SPSA) method to problems of control of educational processes. SPSA is an efficient tool for optimization problems and uncertain parameters estimation. What is more important, such SPSA procedures actually work under arbitrary external observation noise, while most other optimization methods work...
In this study, we propose a new optimization method based on the quasi-chaotic optimization method for constrained mixed integer optimization problems. The quasi-chaotic optimization method has been proposed recently as a new global optimization method for unconstrained optimization problems. Its superior global search capability has been confirmed in high dimensional optimization problems. The proposed...
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