T.A. Agasiev

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Exploratory Landscape Validation for Bayesian Optimization Algorithms2024 · аннотациясвернуть

  Bayesian optimization algorithms are widely used for solving problems with a high computational complexity in terms of objective function evaluation. The efficiency of Bayesian optimization is strongly dependent on the…

• New Approach to Adjusting the Objective Function Gaussian Surrogate Model in the Problem of Design Solution Parametric Optimization2023
• PREDICTING EFFICIENT SETTINGS OF OPTIMIZATION ALGORITHM FOR BAYESIAN PARAMETRIC OPTIMIZATION OF SINGLE-CYLINDER GASOLINE-FUELED INTERNAL COMBUSTION ENGINE2022
• Characteristic feature analysis of continuous optimization problems based on Variability Map of objective function for optimization algorithm configuration2020 · аннотациясвернуть

  Abstract Advanced optimization algorithms with a variety of configurable parameters become increasingly difficult to apply effectively to solving optimization problems. Appropriate algorithm configuration becomes highly…

• Intellectualization Methods of Population Algorithms of Global Optimization2019
• Generalized Information Content based on Variability Map for Exploratory Landscape Analysis of Global Optimization Problems2019
• Variability Map of Objective Function for Analysis of Global Optimization Problem Characteristic Features2019
• Sectorization Method of Full Variability Map Analysis for Characteristic Features Assessment of Global Optimization Problems2019