Improving the Quantum Multi-Swarm Optimization with Adaptive Differential Evolution for Dynamic Environments. - Stanovov, Vladimir; Akhmedova, Shakhnaz; Vakhnin, Alexey; Sopov, Evgenii; Semenkin, Eugene; Affenzeller, Michael (Algorithms, 2022)

A Novel Self-Adaptive Cooperative Coevolution Algorithm for Solving Continuous Large-Scale Global Optimization Problems. - Vakhnin, Aleksei; Sopov, Evgenii (Algorithms, 2022)

Investigation of Improved Cooperative Coevolution for Large-Scale Global Optimization Problems. - Vakhnin, Alexey; Sopov, Evgenii (Algorithms, 2021)

Solving a Problem of the Lateral Dynamics Identification of a UAV using a Hyper-heuristic for Non-stationary Optimization. - Sopov, Evgenii (2021)

Investigation of the iCC Framework Performance for Solving Constrained LSGO Problems. - Vakhnin, Alexey; Sopov, Evgenii (Algorithms, 2020)

Large-scale clustering using decomposition-based evolutionary algorithms. - Vakhnin, Alexey; Sopov, Evgenii (2020)

Investigating the effects of population size and the number of subcomponents on the performance of SHADE algorithm with random adaptive grouping for LSGO problems. - Sopov, Evgenii; Vakhnin, Alexey (2019)

Genetic Programming based Synthesis of Clustering Algorithm for Identifying Batches of Electronic Components. - Sopov, Evgenii; Panfilov, Ilia (2019)

A Decomposition-based Approach for Constrained Large-Scale Global Optimization. - Sopov, Evgenii; Vakhnin, Alexey (2019)

A Novel Method for Grouping Variables in Cooperative Coevolution for Large-scale Global Optimization Problems. - Vakhnin, Alexey; Sopov, Evgenii (2018)

An Investigation of Parameter Tuning in the Random Adaptive Grouping Algorithm for LSGO Problems. - Sopov, Evgenii; Vakhnin, Alexey (2018)

Adaptive Variable-Size Random Grouping for Evolutionary Large-Scale Global Optimization. - Sopov, Evgenii (2018)

Genetic Programming Hyper-heuristic for the Automated Synthesis of Selection Operators in Genetic Algorithms. - Sopov, Evgenii (2017)

A selection hyper-heuristic with online learning for control of genetic algorithm ensemble. - Sopov, Evgenii (Int. J. Hybrid Intell. Syst., 2016)

Ensemble of Multimodal Genetic Algorithms for Design and Decision Making Support Problems. - Sopov, Evgenii; Semenkin, Eugene; Panfilov, Ilia (2016)

EDA-based Decomposition Approach for Binary LSGO Problems. - Sopov, Evgenii (2016)

A Meta-heuristic for Improving the Performance of an Evolutionary Optimization Algorithm Applied to the Dynamic System Identification Problem. - Ryzhikov, Ivan; Semenkin, Eugene; Sopov, Evgenii (2016)

Large-Scale Global Optimization Using a Binary Genetic Algorithm with EDA-Based Decomposition. - Sopov, Evgenii (2016)

Feature and Decision Level Audio-visual Data Fusion in Emotion Recognition Problem. - Sidorov, Maxim; Sopov, Evgenii; Ivanov, Ilia; Minker, Wolfgang (2015)

Multi-strategy Genetic Algorithm for Self-Configuring Solving of Complex Optimization Problems. - Sopov, Evgenii (2015)

Multi-Strategy Genetic Algorithm for Multimodal Optimization. - Sopov, Evgenii (2015)

Self-configuring Ensemble of Multimodal Genetic Algorithms. - Sopov, Evgenii (2015)

A Self-configuring Multi-strategy Multimodal Genetic Algorithm. - Sopov, Evgenii (2015)

Multi-Strategy Multimodal Genetic Algorithm for Designing Fuzzy Rule Based Classifiers. - Stanovov, Vladimir; Sopov, Evgenii; Semenkin, Eugene (2015)

Self-Configuring Ensemble of Neural Network Classifiers for Emotion Recognition in the Intelligent Human-Machine Interaction. - Sopov, Evgenii; Ivanov, Ilia (2015)

A Self-configuring Metaheuristic for Control of Multi-Strategy Evolutionary Search. - Sopov, Evgenii (2015)

On the Application of Co-Operative Swarm Optimization in the Solution of Crystal Structures from X-Ray Diffraction Data. - Zaloga, Alexandr; Burakov, Sergey; Semenkin, Eugene; Yakimov, Igor; Akhmedova, Shakhnaz; Semenkina, Maria; Sopov, Evgenii (2015)

Design Efficient Technologies for Context Image Analysis in Dialog HCI Using Self-Configuring Novelty Search Genetic Algorithm. - Sopov, Evgeny; Ivanov, Ilia (2014)