IWMMA 2019 Schedule

Conference Programme

Full programme with abstracts (pdf)

18 November

(Krasnoyarsk Regional Hall of Science and Technology, Uritskogo str., 61)

09.00–09.50 Registration (ground floor hall)

10.00– 0.15 Opening (Room 3-24)

10.15–11.15 Keynote Lecture (Room 3-24) Oleg Khamisov, Melentiev Energy Systems Institute, Siberian Branch of the Russian Academy of Sciences, Irkutsk, Russia GLOBAL DETERMINISTIC OPTIMIZATION: PROBLEMS CLASSIFICATION, APPROACHES, AND ALGORITHMS

11.15–11.40 Coffee brake (ground floor hall)

11.40-13.00 Regular Session (Room 3-24)

11.40-12.00 Kovalev A.A., Ivanova Yu., Sukholovskiy A.A., Volkov V.E., Sukholovskiy V.G. Mathematical Models for Determining the Boundaries of Forest Areas Unstable to the Appearance of Insects Using Satellite Data (MODIS)

12.00-12.20 V Soukhovolsky and Y Ivanova “Economic” Forest Growth Models: The Impact of Phytomass Removal

12.20-12.40 Sh Akhmedova, V Stanovov, D Erokhin and O Semenkina Success-History Based Position Adaptation in Co-Operation of Biology-Related Algorithms

12.40-13.00 T S Karaseva Automatic Differential Equations Identification by Self-Configuring Genetic Programming Algorithm

13.00-14.15 Lunch

14.15–15.15 Tutorial (Room 3-24) Andrej Škraba, University of Maribor, Kranj, Slovenia EDUCATIONAL PLATFORMS FOR CYBER-PHYSICAL SYSTEMS AND INTERNET OF THINGS

15.15–15.40 Coffee brake (ground floor hall)

15.40-17.00 Regular Session (Room 3-24)

15.40-16.00 P.V. Galushin, O.Yu. Serikova, V.A. Terskov, K.V. Yarkov Performance Model of a Multiprocessor Computer Appliance of a Real-Time Control System

16.00-16.20 P Sorokovikov, A Gornov and A Anikin Computational Technology for the Study of Atomic-Molecular Morse Clusters of Extremely Large Dimensions

16.20-16.40 Maro Ekaterina Modeling of Algebraic Analysis Of PRESENT Cipher by SAT Solvers

16.40-17.00 G Sh Shkaberina, I P Rozhnov, V P Popov, L A Kazakovtsev and E V Lapunova Detection of Homogeneous Production Batches of Semiconductor Devices by Greedy Heuristic Clustering Algorithms with Special Distance Metrics

19 November

(Krasnoyarsk Regional Hall of Science and Technology, Uritskogo str., 61)

10.00–11.00 Tutorial (Room 3-24) Evgenii Sopov, Siberian Institute of Applied System Analysis, Krasnoyarsk, Russia LARGE-SCALE GLOBAL “BLACK-BOX” OPTIMIZATION: EVOLUTIONARY METAHEURISTICS FOR ADAPTIVE PROBLEM DECOMPOSITION

11.00–11.20 Coffee brake (ground floor hall)

11.20-13.00 Regular Session (Room 3-24)

11.20-11.40 C Brester, I Ryzhikov, E Semenkin, and M Kolehmainen Nonlinear Dynamic System Identification with a Cooperative Population-Based Algorithm Featuring a Restart Metaheuristic

11.40-12.00 Andrej Škraba, Vladimir Stanovov, Eugene Semenkin Development of Control Systems Kit for Study of PID Controller in the Framework of Cyber-physical Systems

12.00-12.20 S Bartsev and G Markova Recurrent and Multi-Layer Neural Networks Playing "Even-Odd": Reflection Against Regression

12.20-12.40 Semenkina Mariia, Burlacu Bogdan, Affenzeller Michael, Pitzer Erik Models Set Pre-processing for Genetic Programming Based Evolvement of Models of Models

12.40-13.00 S Bartsev, Y Ivanova, M Saltykov Usage of Different Neural Networks in Identification of Plant Types

13.00-14.15 Lunch

14.15-15.15 Keynote Lecture (Room 3-24) Bogdan Burlacu, University of Applied Sciences of Upper Austria, Hagenberg, Austria TRACING OF EVOLUTIONARY SEARCH TRAJECTORIES

15.15–15.35 Coffee brake (ground floor hall)

15.35-17.15 Regular session (Room 3-24)

15.35-15.55 V.V. Selifanov, P.A. Zvyagintseva , J.A. Isaeva, A.S. Goldobina The Main Aspects of Conformity Assessment of DLP-Systems Used to Ensure the Security pf Important Objects of Critical Information Infrastructure of the Russian Federation

15.55-16.15 Aleksandr N. Zaloga, Sergey V. Burakov, Igor S. Yakimov, Konstantin A. Gusev, Petr S. Dubinin Multi-Population Evolutionary Algorithm SPEA2 for Crystal Structure Determination from X-Ray Powder Diffraction Data

16.15-16.35 V Stanovov, Sh Akhmedova and Y Kamiya Confidence-Based Voting Procedure for Combining Fuzzy Systems and Neural Networks

16.35-16.55 O J Kravets, E I Vorobjev and I A Panfilov Method Development for Analysis of Information Components of the Monitoring System with a Limited Delay

16.55-17.15 A Vakhnin and E Sopov Improving DE-Based Cooperative Coevolution for Constrained Large-Scale Global Optimization Problems Using an Increasing Grouping Strategy

20 November

(Krasnoyarsk Regional Hall of Science and Technology, Uritskogo str., 61)

10.00–11.00 Tutorial (Room 3-24) Bogdan Burlacu University of Applied Sciences of Upper Austria, Hagenberg, Austria INTEGRATING PRIOR KNOWLEDGE IN SYMBOLIC REGRESSION

11.00–11.20 Coffee brake (ground floor hall)

11.20-13.00 Regular session (Room 3-24)

11.20-11.40 D Dresvyanskiy, O Semenkina, E A Popov Cooperative Ant Colony Optimization for a Hierarchical Scheduling Problem

11.40-12.00 O E Semenkina, E A Popov Nature-Inspired Algorithms for a Scheduling Problem in Operational Planning

12.00-12.20 L.A. Demidova and A.V. Gorchakov The Research and Development of the Hybrid Algorithm Based on the Collective Behavior of Fish Schools and the Classical Optimization Methods

12.20-12.40 S A Mitrofanov Application of Genetic Programming Algorithm for Designing Decision Trees And its Ensembles

12.40-13.00 O. Khamisov Point-Dependent Lipschitz Constants in Univariate Lipschitz Multiplicative Programming

13.00-14.15 Lunch

14.15–15.45 Student session I (Room 3-24)

• Tian Hao. Influence of Mutation Operators on Genetic Algorithm Performance
• Li Rui. Capability Comparison of Clustering Algorithms K-Means and K-Medoids
• Wang Yupeng. Application of CRISP-DM for Prediction Problem Solving Using House Prices Data Set
• Shi Ke. Linear Dynamic System Modeling and Consideration of Improving Modeling Quality with Ensemble Learning
• Gao Sheng. K-means instance analyzes Manhattan distance and Euclidean distance
• Fan Yuxuan. Matlab identification of linear circuit systems with dead zones
• Guo Zhiqiang. The Performance Comparison for Crossover Operators in Binary Genetic Algorithms
• Otávio Luís da Silva Rosa. Genetic Programming Applied to Fluid Mechanics
• Olga Melnikova. Identification of Risk Factors for the Clinical Course of Unfavorable Pregnancy and Birth Outcomes Using the Odds Ratio Indicator

15.45–16.05 Coffee brake (ground floor hall)

16.05-17.45 Student session II (Room 3-24)

• Lazovskaya Mariya. Researching Efficiency of Procedures for the Automated Formation of Feature Space
• Hudonogova Yuliya . Study of Typical Groups of Applicants Entering Institute of Informatics and Telecommunications
• Nishchhal. Effect of a Parameterized Activation Function for a CNN Model
• Tausnev Daniil. Investigating Efficiency of Self-Configured Genetic Algorithm on Unconstrained Optimization Benchmark Problems
• Anastasia Shpakova. The Performance Comparison for Differential Evolution Strategies Solving Black-Box Global Optimization Problems
• Dmitriy Rusin. Complex Neural Network Training Using Stochastic, Heuristic and Deterministic Optimization Algorithms
• Lugovaya Nina, Baranov Vladimir, Mikhalev Anton. A Global Optimization Algorithm Based on the Principles of Intraspecific Competition of Orb-Weaver Spiders
• Yaroslav Mankovskiy. Comparative analysis of the combinatorial optimization methods effectiveness in the HeuristicLab system
• John Esiri. Mathematical Analysis of Petrophysical Analysis of Reservoirs Rocks in Sansdstones and Shale
• Ashley Whitfield. Translating Terminology in Systems Analysis

17.45-18.00 Closing session

18.30 Conference dinner (Banket-Hall “Rezidencia”, Karl Marks avenue, 93. http://rezidencia24.ru)