Research interests lie in the field of data analysis methods, decision support systems, intelligent information systems, computer-aided design problems, bioinspired and hybrid algorithms.
Research projects:
Development of new methods and algorithms for solving large-scale problems:
Application of bioinspired approaches and genetic algorithms for designing microwave circuits.
Multidimensional search methods for solving problems of VLSI element placement on a crystal model.
Optimization of design stages:
Genetic algorithms for optimizing element placement on a crystal taking into account the criterion of the maximum number of linear segments.
Application of metaheuristic algorithms based on the behavior of a colony of white moles for solving placement problems.
Methods for processing large volumes of information:
Bioinspired search methods in problems of calculating microstrip lines when placing VLSI fragments.
Development of algorithms for formalizing linguistic expert information.
Innovative solutions in the field of information technology and electronics:
Unified mechanisms for encoding and decoding decisions when placing VLSI components with different orientations and sizes.
Decision support systems in emergency situations based on functional, information and dynamic models.
Contribution to microwave circuit design:
Implementation of bio-inspired approaches to microstrip transmission line design.
Matrix arrangement of elements in blocks on a crystal model using genetic algorithms.