Tuning genetic algorithm parameters to improve convergence time

M Angelova, T Pencheva - International Journal of Chemical …, 2011 - Wiley Online Library
Fermentation processes by nature are complex, time‐varying, and highly nonlinear. As
dynamic systems their modeling and further high‐quality control are a serious challenge …

InterCriteria analysis of crossover and mutation rates relations in simple genetic algorithm

M Angelova, O Roeva… - … Federated Conference on …, 2015 - ieeexplore.ieee.org
In this investigation recently developed InterCriteria Analysis (ICA) is applied to examine the
influences of two main genetic algorithms parameters-crossover and mutation rates during …

Multi-Population Genetic Algorithm and Cuckoo Search Hybrid Technique for Parameter Identification of Fermentation Process Models

M Angelova, O Roeva, P Vassilev, T Pencheva - Processes, 2023 - mdpi.com
In this paper, a new hybrid MpGA-CS is elaborated between multi-population genetic
algorithm (MpGA) and cuckoo search (CS) metaheuristic. Developed MpGA-CS has been …

An efficient hybrid of an ant lion optimizer and genetic algorithm for a model parameter identification problem

O Roeva, D Zoteva, G Roeva, V Lyubenova - Mathematics, 2023 - mdpi.com
The immense application of mathematical modeling for the improvement of bioprocesses
determines model development as a topical field. Metaheuristic techniques, especially …

[PDF][PDF] Computational complexity and influence of numerical precision on the results of intercriteria analysis in the decision making process

V Atanassova, O Roeva - Notes on Intuitionistic Fuzzy Sets, 2018 - researchgate.net
The present step from the research on InterCriteria Analysis (ICrA) discusses the issues of
the computational complexity of the algorithm developed, and the influence which the …

InterCriteria analysis approach to parameter identification of a fermentation process model

T Pencheva, M Angelova, P Vassilev… - Novel Developments in …, 2016 - Springer
In this investigation recently developed InterCriteria Analysis (ICA) is applied aiming at
examination of the influence of a genetic algorithm (GA) parameter in the procedure of a …

InterCriteria analysis of generation gap influence on genetic algorithms performance

O Roeva, P Vassilev - … and Processing: Advances in Intuitionistic Fuzzy …, 2016 - Springer
Abstract In this investigation InterCriteria Analysis (ICA) is applied to examine the influences
of one of the genetic algorithms parameters—the generation gap (ggap). The investigation is …

Comparison of different algorithms for InterCriteria relations calculation

O Roeva, P Vassilev, M Angelova… - 2016 IEEE 8th …, 2016 - ieeexplore.ieee.org
In this investigation different algorithms for InterCriteria relations calculation are proposed.
The algorithms are investigated by exploring the influence of genetic parameters on …

Water cycle algorithm for modelling of fermentation processes

O Roeva, M Angelova, D Zoteva, T Pencheva - Processes, 2020 - mdpi.com
The water cycle algorithm (WCA), which is a metaheuristic method inspired by the
movements of rivers and streams towards the sea in nature, has been adapted and applied …

InterCriteria analysis of simple genetic algorithms performance

T Pencheva, M Angelova - … Mathematics: Revised Selected Papers of the …, 2017 - Springer
Recently developed approach of InterCriteria Analysis is here applied aiming at an
assessment of the performance of such a promising stochastic optimization technique as …