Akhatkulov Sakhobiddin Abirkulovich

Associate Professor | Doctor of Physical and Mathematical Sciences (DSc), Associate Professor

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Optimization methods in machine learning, Statistical models in computer science, Discrete dynamic systems, Game theory and process research, System analysis, Transport logistics

 

 

In total, based on the priority program of the Center for Science and Technology under the Cabinet of Ministers of the Republic of Uzbekistan, 8 projects, about 60 multimedia electronic textbooks in the subjects of biology, physics, English and much more have been implemented. More than 40 virtual laboratories have been created, including 34 separate computer simulation models in the subjects “developmental biology” and “invertebrate zoology”.

 

 

2001-2005 - Student of the Faculty of Mechanics and Mathematics of Samarkand State University
2005-2006 - Mathematics teacher at the Academic Lyceum at the Samarkand Agricultural Institute
2006-2010 - Postgraduate student, Faculty of Applied Sciences, West Bohemian University
2010-2012 - Mathematics teacher of the 14th gymnasium in Prague
2012-2015 - Postgraduate Student, Department of Mathematics, Faculty of Science and Technology, National University of Malaysia
2015-2017 - Researcher at the Department of Mathematics, Faculty of Science and Technology, National University of Malaysia (Postdoctoral Researcher)
2017-2019 - Assistant, Department of Optimal Management Methods, Samarkand State University
2019-2020 - Senior Lecturer at the Department of Optimal Management Methods, Samarkand State University
2020 - present - Associate Professor, Department of Computer Science and Technology, Samarkand State University.

 

 

Scientific work on the topic “Optimization problems in machine learning.”
Scientific directions:
- Studying the application of fractional derivatives to optimization problems in machine learning;
- Research into problems of conditional optimization in machine learning under conditions of transparency, privacy and domain;
- Research and improvement of deep learning optimization issues;
- Research into optimization of communication and signal processing based on machine learning models;

 

 

"1. On the solutions of fractional hybrid differential equations
H Akhadkulov, Z Eshkuvatov, UAM Roslan, S Akhatkulov
AIP Conference Proceedings 2746 (1).

2. Theoretical and Computational Aspects of Fractional Hybrid Differential Equations
H Akhadkulov, AF Jameel, TY Ying, S Akhatkulov, AK Alomari, DJ Hashim
Progr. Fract. Differ. Appl. 9, No. 1, 119-133 (2023).

3. On multidimensional fixed-point theorems and their applications
H Akhadkulov, S Akhatkulov, T Ying, R Tilavov
Technology Reports of Kansai University 62 (05), 2649-2657"