Roman Senkerik

According to our database, Roman Senkerik authored at least 247 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Hierarchical clustering-based algorithms for optimal waste collection point locations in large-scale problems: A framework development and case study.

Adam Viktorin, Dusan Hrabec, Vlastimír Nevrlý, Radovan Somplák, Roman Senkerik

Comput. Ind. Eng., 2023

Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics.

Roman Senkerik, Aleksander Byrski, Hubert Guzowski, Peter Janku, Tomas Kadavy, Zuzana Komínková Oplatková, Radek Matusu, Michal Pluhacek, Libor Pekar, Maciej Smolka, Adam Viktorin

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks.

Michal Pluhacek, Anezka Kazikova, Adam Viktorin, Tomas Kadavy, Roman Senkerik

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization.

Roman Senkerik, Tomas Kadavy, Peter Janku, Michal Pluhacek, Hubert Guzowski, Libor Pekar, Radek Matusu, Adam Viktorin, Maciej Smolka, Aleksander Byrski, Zuzana Komínková Oplatková

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Leveraging Large Language Models for the Generation of Novel Metaheuristic Optimization Algorithms.

Michal Pluhacek, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Exploring Adaptive Components of SOMA.

Marcela Matusikova, Michal Pluhacek, Tomas Kadavy, Adam Viktorin, Roman Senkerik

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Impact of Boundary Control Methods on Bound-Constrained Optimization Benchmarking.

Tomas Kadavy, Adam Viktorin, Anezka Kazikova, Michal Pluhacek, Roman Senkerik

IEEE Trans. Evol. Comput., 2022

Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution.

Arka Ghosh, Swagatam Das, Asit Kumar Das, Roman Senkerik, Adam Viktorin, Ivan Zelinka, Antonio David Masegosa

Swarm Evol. Comput., 2022

Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics.

Mateusz Nabywaniec, Hubert Guzowski, Aleksandra Urbanczyk, Maciej Smolka, Marek Kisiel-Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos

Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics.

Piotr Kipinski, Hubert Guzowski, Aleksandra Urbanczyk, Maciej Smolka, Marek Kisiel-Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos

Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Effective Parametric Optimization of Heating-Cooling Process with Optimum near the Domain Border.

Hubert Guzowski, Maciej Smolka, Aleksander Byrski, Libor Pekar, Zuzana Komínková Oplatková, Roman Senkerik, Radek Matusu, Frantisek Gazdos

Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction.

Tran Kim Toai, Roman Senkerik, Ivan Zelinka, Adam Ulrich, Vo Thi Xuan Hanh, Vo Minh Huan

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Inner Dynamics of Particle Swarm Optimization Interpreted by Complex Network Analysis.

Michal Pluhacek, Tomas Kadavy, Anezka Kazikova, Adam Viktorin, Roman Senkerik

Proceedings of the IEEE Workshop on Complexity in Engineering, 2022

Exploring clustering in SOMA.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Anezka Kazikova, Roman Senkerik

Proceedings of the IEEE Workshop on Complexity in Engineering, 2022

2021

Orthogonal Learning Firefly Algorithm.

Tomas Kadavy, Roman Senkerik, Michal Pluhacek, Adam Viktorin

Log. J. IGPL, 2021

An effective data reduction model for machine emergency state detection from big data tree topology structures.

Iaroslav Iaremko, Roman Senkerik, Roman Jasek, Petr Lukastik

Int. J. Appl. Math. Comput. Sci., 2021

How Does the Number of Objective Function Evaluations Impact Our Understanding of Metaheuristics Behavior?

Anezka Kazikova, Michal Pluhacek, Roman Senkerik

IEEE Access, 2021

Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage.

Michal Pluhacek, Anezka Kazikova, Tomas Kadavy, Adam Viktorin, Roman Senkerik

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

SOMA-CLP for competition on bound constrained single objective numerical optimization benchmark: a competition entry on bound constrained single objective numerical optimization at the genetic and evolutionary computation conference (GECCO) 2021.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Chaos-enhanced multiple-choice strategy for particle swarm optimisation.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Int. J. Parallel Emergent Distributed Syst., 2020

Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic.

Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha

J. Artif. Intell. Soft Comput. Res., 2020

Analysing knowledge transfer in SHADE via complex network.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Log. J. IGPL, 2020

Extended experimental study on PSO with partial population restart based on complex network analysis.

Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka

Log. J. IGPL, 2020

Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks.

Deepika Kumar, Nikita Jain, Aayush Khurana, Sweta Mittal, Suresh Chandra Satapathy, Roman Senkerik, D. Jude Hemanth

IEEE Access, 2020

Supervised Classification Methods for Fake News Identification.

Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems?

Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Cascade PID Controller Optimization Using Bison Algorithm.

Anezka Kazikova, Krystian Lapa, Michal Pluhacek, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Swarm intelligence in cybersecurity.

Ivan Zelinka, Roman Senkerik

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Ensemble of strategies and perturbation parameter based SOMA for optimal stabilization of chaotic oscillations.

Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Self-organizing migrating algorithm with clustering-aided migration.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

SOMA-CL for competition on single objective bound constrained numerical optimization benchmark: a competition entry on single objective bound constrained numerical optimization at the genetic and evolutionary computation conference (GECCO) 2020.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era.

Ales Zamuda, Vincenzo Crescimanna, Juan C. Burguillo, Joana Matos Dias, Katarzyna Wegrzyn-Wolska, Imen Rached, Horacio González-Vélez, Roman Senkerik, Claudia Pop, Tudor Cioara, Ioan Salomie, Andrea Bracciali

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Towards Human Cell Simulation.

Simone Spolaor, Marco Gribaudo, Mauro Iacono, Tomas Kadavy, Zuzana Komínková Oplatková, Giancarlo Mauri, Sabri Pllana, Roman Senkerik, Natalija Stojanovic, Esko Turunen, Adam Viktorin, Salvatore Vitabile, Ales Zamuda, Marco S. Nobile

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Distance based parameter adaptation for Success-History based Differential Evolution.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda

Swarm Evol. Comput., 2019

Agile approach in multi-criterial decision making.

Lukas Kralik, Roman Jasek, Petr Zacek, Roman Senkerik

Int. J. Manuf. Technol. Manag., 2019

Neural Swarm Virus.

Thanh Cong Truong, Ivan Zelinka, Roman Senkerik

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge.

Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.

Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Self-organizing Migrating Algorithm with Non-binary Perturbation.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC'17 Benchmark.

Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

SOMA T3A for Solving the 100-Digit Challenge.

Quoc Bao Diep, Ivan Zelinka, Swagatam Das, Roman Senkerik

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Analyzing Control Parameters in DISH.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.

Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Evolutionary Algorithms Applied to a Shielding Enclosure Design.

Tomas Kadavy, Stanislav Kovar, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2019

An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target.

Quoc Bao Diep, Ivan Zelinka, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Border Strategies Of The Bison Algorithm.

Anezka Kazikova, Zuzana Komínková Oplatková, Michal Pluhacek, Roman Senkerik

Proceedings of the 33rd International ECMS Conference on Modelling and Simulation, 2019

DISH Algorithm Solving the CEC 2019 100-Digit Challenge.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem.

Roman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm.

Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit Challenge.

Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Swarm virus - Next-generation virus and antivirus paradigm?

Ivan Zelinka, Swagatam Das, Lubomir Sikora, Roman Senkerik

Swarm Evol. Comput., 2018

Investigation on evolutionary algorithms powered by nonrandom processes.

Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek

Soft Comput., 2018

Elliott waves classification by means of neural and pseudo neural networks.

Eva Volná, Martin Kotyrba, Zuzana Komínková Oplatková, Roman Senkerik

Soft Comput., 2018

Modified progressive random walk with chaotic PRNG.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Int. J. Parallel Emergent Distributed Syst., 2018

Why Simple Population Restart Does Not Work in PSO.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

On the Performance Significance of Boundary Strategies for Firefly Algorithm.

Tomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Tutorials at PPSN 2018.

Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Differential Evolution and Chaotic Series.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Differential Evolution and Analytic Programming in the case of Trigonometric Identities Discovery.

Zuzana Komínková Oplatková, Roman Senkerik, Adam Viktorin

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

On the Prolonged Exploration of Distance Based Parameter Adaptation in SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Artificial Intelligence and Soft Computing, 2018

How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal Optimization.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the Artificial Intelligence and Soft Computing, 2018

New Running Technique for the Bison Algorithm.

Anezka Kazikova, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm Optimization Techniques.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Comparative Study Of The Distance/Improvement Based SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2018

A Review On The Simulation of Social Networks Inside Heuristic Algorithms.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jakub Janostik, Zuzana Komínková Oplatková

Proceedings of the European Conference on Modelling and Simulation, 2018

Study On Velocity Clamping In PSO Using CEC'13 Benchmark.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2018

Pseudo Neural Networks Via Analytic Programming With Direct Coding Of Constant Estimation.

Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik

Proceedings of the European Conference on Modelling and Simulation, 2018

Tuning Of The Bison Algorithm Control Parameter.

Anezka Kazikova, Michal Pluhacek, Roman Senkerik

Proceedings of the European Conference on Modelling and Simulation, 2018

Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the European Conference on Modelling and Simulation, 2018

Distance vs. Improvement Based Parameter Adaptation in SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Firefly Algorithm Enhanced by Orthogonal Learning.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Performance of the Bison Algorithm on Benchmark IEEE CEC 2017.

Anezka Kazikova, Michal Pluhacek, Roman Senkerik

Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Cluster Occurrence in the DbL_SHADE Population.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

On the Population Diversity for the Chaotic Differential Evolution.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Chaos Driven PSO with Attractive Search Space Border Points.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy, Ivan Zelinka

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

How Distance Based Parameter Adaptation Affects Population Diversity.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Population Diversity Analysis for the Chaotic Based Selection of Individuals in Differential Evolution.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Comparing Boundary Control Methods for Firefly Algorithm.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017

Chaos-Based Optimization - A Review.

Roman Senkerik, Ivan Zelinka, Michal Pluhacek

J. Adv. Eng. Comput., 2017

Distance based parameter adaptation for differential evolution.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Performance comparison of differential evolution driving analytic programming for regression.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Zuzana Komínková Oplatková

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

How chaotic sequences and generator sequencing affect the particle trajectory in PSO.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Exploring the shortest path in PSO communication network.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Partial population restart of firefly algorithm using complex network analysis.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhanced Archive for SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Recent Advances in Soft Computing, 2017

Randomization of Individuals Selection in Differential Evolution.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Zuzana Komínková Oplatková

Proceedings of the Recent Advances in Soft Computing, 2017

Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE.

Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik

Proceedings of the Recent Advances in Soft Computing, 2017

Proposal of a New Swarm Optimization Method Inspired in Bison Behavior.

Anezka Kazikova, Michal Pluhacek, Roman Senkerik, Adam Viktorin

Proceedings of the Recent Advances in Soft Computing, 2017

Archive Analysis in SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Differential Evolution Driven Analytic Programming for Prediction.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2017

PSO with Attractive Search Space Border Points.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Comparing Strategies for Search Space Boundaries Violation in PSO.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis.

Adam Viktorin, Michal Pluhacek, Roman Senkerik, Tomas Kadavy

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

PSO with Partial Population Restart Based on Complex Network Analysis.

Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

SHADE Mutation Strategy Analysis Via Dynamic Simulation In Complex Network.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2017

Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended Study.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková, Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2017

Uncovering Communication Density In PSO Using Complex Network.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy

Proceedings of the European Conference on Modelling and Simulation, 2017

Different Approaches For Constant Estimation In Analytic Programming.

Zuzana Komínková Oplatková, Adam Viktorin, Roman Senkerik, Tomás Urbánek

Proceedings of the European Conference on Modelling and Simulation, 2017

Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of Complex Network.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the European Conference on Modelling and Simulation, 2017

The Influence of Archive Size to SHADE.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

On the Randomization of Indices Selection for Differential Evolution.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO.

Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik

Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

SHADE Algorithm Dynamic Analyzed Through Complex Network.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Computing and Combinatorics - 23rd International Conference, 2017

Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

Differential evolution with preferential interaction network.

Pavel Krömer, Milos Kudelka, Roman Senkerik, Michal Pluhacek

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Model for comprehensive approach to security management.

Lukas Kralik, Roman Senkerik, Roman Jasek

Int. J. Syst. Assur. Eng. Manag., 2016

Steady success clusters in Differential Evolution.

Adam Viktorin, Roman Senkerik, Michal Pluhacek, Ales Zamuda

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Comparing selected PSO modifications on CEC 15 benchmark set.

Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin, Ivan Zelinka

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Strange Nonchaotic Attractors in Evolutionary Processing of Astroinformatic Big Data.

Ivan Zelinka, Lumír Kojecký, Roman Senkerik

Proceedings of the Fifteenth Mexican International Conference on Artificial Intelligence, 2016

Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms.

Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin

Proceedings of the Advances in Soft Computing, 2016

Network Based Linear Population Size Reduction in SHADE.

Adam Viktorin, Michal Pluhacek, Roman Senkerik

Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

On the Transforming of the Indices Selection Mechanism inside Differential Evolution into Complex Network.

Roman Senkerik, Adam Viktorin, Michal Pluhacek

Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

Creating Complex Networks Using Multi-swarm PSO.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka

Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution.

Adam Viktorin, Michal Pluhacek, Roman Senkerik

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Jakub Janostik

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Chaos Enhanced Repulsive MC-PSO/DE Hybrid.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Hybridization of Chaotic Systems and Success-History Based Adaptive Differential Evolution.

Adam Viktorin, Roman Senkerik, Michal Pluhacek

Proceedings of the Hybrid Metaheuristics - 10th International Workshop, 2016

Multi-chaotic Approach for Particle Acceleration in PSO.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka

Proceedings of the Hybrid Metaheuristics - 10th International Workshop, 2016

Analytical Programming With Extended Individuals.

Adam Viktorin, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

On The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Zuzana Komínková Oplatková

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Study On Swarm Dynamics Converted Into Complex Network.

Michal Pluhacek, Roman Senkerik, Jakub Janostik, Adam Viktorin, Ivan Zelinka

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Lozi Map Generated Initial Population in Analytical Programming.

Adam Viktorin, Michal Pluhacek, Roman Senkerik

Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

Study on the Time Development of Complex Network for Metaheuristic.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set.

Adam Viktorin, Michal Pluhacek, Roman Senkerik

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

On the influence of different randomization and complex network analysis for differential evolution.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Complex network analysis in PSO as an fitness landscape classifier.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Jakub Janostik, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Recent advances in swarm and evolutionary computation-foreword.

Ivan Zelinka, Jouni Lampinen, Václav Snásel, Roman Senkerik

Swarm Evol. Comput., 2015

Chaos particle swarm optimization with Eensemble of chaotic systems.

Michal Pluhacek, Roman Senkerik, Donald Davendra

Swarm Evol. Comput., 2015

Investigation on evolutionary predictive control of chemical reactor.

Ivan Zelinka, Donald David Davendra, Roman Senkerik, Michal Pluhacek

J. Appl. Log., 2015

Hybridization of Adaptivity and Chaotic Dynamics for Differential Evolution.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková, Jakub Janostik

Proceedings of the Mendel 2015, 2015

The Initial Study on the Potential of Super-Sized Swarm in PSO.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Mendel 2015, 2015

Cost Functions Based on Different Types of Distance Measurements for Pseudo Neural Network Synthesis.

Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the Mendel 2015, 2015

On the Tuning of Complex Dynamics Embedded into Differential Evolution.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková, Roman Jasek

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Artificial Intelligence and Soft Computing, 2015

New Adaptive Approach for Multi-chaotic Differential Evolution Concept.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Jakub Janostik

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

MC-PSO/DE Hybrid with Repulsive Strategy - Initial Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Using Brain - Computer Interface For Control Robot Movement.

Jaromir Svejda, Roman Zak, Roman Senkerik, Roman Jasek

Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Simulation Of Time-Continuous Chaotic UEDA Oscillator As The Generator Of Random Numbers For Heuristic.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková

Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Prediction Of Raw Material Batches For The Production Of Clinker By Means Of Artificial Neural Networks -Analysis Of Behaviour.

Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the 29th European Conference on Modelling and Simulation, 2015

Proposal Of Evaluation Criteria For Free And Open Source Tools For Modelling And Support Of IT Service Management According To ITIL.

Lukas Kralik, Roman Senkerik, Roman Jasek

Proceedings of the 29th European Conference on Modelling and Simulation, 2015

The Architecture of Software Interface for BCI System.

Roman Zak, Jaromir Svejda, Roman Jasek, Roman Senkerik

Proceedings of the Intelligent Systems in Cybernetics and Automation Theory, 2015

An Initial Study on the New Adaptive Approach for Multi-chaotic Differential Evolution.

Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

A Multiplatform Comparison of a Dynamic Compilation Using Roslyn and Mathematical Parser Libraries in .NET for Expression Evaluation.

Petr Capek, Erik Kral, Roman Senkerik

Proceedings of the Software Engineering in Intelligent Systems, 2015

On the parameter settings for the chaotic dynamics embedded differential evolution.

Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map.

Michal Pluhacek, Roman Senkerik, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Jakub Janostik

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Chaos PSO with Super-Sized Swarm - Initial Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

PSO as Complex Network - Capturing the Inner Dynamics - Initial Study.

Michal Pluhacek, Jakub Janostik, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Capturing Inner Dynamics of Firefly Algorithm in Complex Network - Initial Study.

Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Frantisek Spacek

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation in Complex Network.

Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

2014

Utilization of analytic programming for the evolutionary synthesis of the robust multi-chaotic controller for selected sets of discrete chaotic systems.

Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Bronislav Chramcov, Donald Davendra, Michal Pluhacek

Soft Comput., 2014

Particle swarm optimization algorithm driven by multichaotic number generator.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Soft Comput., 2014

Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time.

Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra

Soft Comput., 2014

Gathering algorithm: A new concept of PSO based metaheuristic with dimensional mutation.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Complex network analysis of differential evolution algorithm applied to flowshop with no-wait problem.

Donald Davendra, Ivan Zelinka, Magdalena Metlicka, Roman Senkerik, Michal Pluhacek

Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

On Convergence of Evolutionary Algorithms Powered by Non-random Generators.

Ivan Zelinka, Donald Davendra, Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Multi-chaotic Differential Evolution: A Preliminary Study.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Application of Neural Networks for the Classification of Gender from Kick Force Profile - A Small Scale Study.

Dora Lapkova, Michal Pluhacek, Zuzana Komínková Oplatková, Roman Senkerik, Milan Adamek

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem.

Donald Davendra, Ivan Zelinka, Roman Senkerik, Michal Pluhacek

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková

Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Analysis Of EEG Signal For Using In Biometrical Classification.

Roman Zak, Jaromir Svejda, Roman Senkerik, Roman Jasek

Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Simulation Of The Differential Evolution Performance Dependency On Switching Of The Driving Chaotic Systems.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková

Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Performance Comparison Of Evolutionary Techniques Enhanced By Lozi Chaotic Map In The Task Of Reactor Geometry Optimization.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Pseudo Neural Networks For Iris Data Classification.

Zuzana Komínková Oplatková, Roman Senkerik, Ales Kominek

Proceedings of the 28th European Conference on Modelling and Simulation, 2014

On the Simulation of the Brain Activity: A Brief Survey.

Jaromir Svejda, Roman Zak, Roman Jasek, Roman Senkerik

Proceedings of the Modern Trends and Techniques in Computer Science, 2014

Utilization of the Discrete Chaotic Systems as the Pseudo Random Number Generators.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková

Proceedings of the Modern Trends and Techniques in Computer Science, 2014

MIMO Pseudo Neural Networks for Iris Data Classification.

Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the Modern Trends and Techniques in Computer Science, 2014

Chaos Powered Grammatical Evolution.

Ivan Zelinka, Petr Saloun, Roman Senkerik

Proceedings of the Computer Information Systems and Industrial Management, 2014

Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Zuzana Komínková Oplatková

Proceedings of the Computer Information Systems and Industrial Management, 2014

Chaos Driven Particle Swarm Optimization with Basic Particle Performance Evaluation - An Initial Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Computer Information Systems and Industrial Management, 2014

Evolutionary algorithms dynamics and its hidden complex network structures.

Ivan Zelinka, Donald Davendra, Jouni Lampinen, Roman Senkerik, Michal Pluhacek

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Scatter Search Algorithm with chaos based stochasticity.

Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Evolutionary Dynamics as The Structure of Complex Networks.

Ivan Zelinka, Donald Davendra, Mohammed Chadli, Roman Senkerik, Tran Trong Dao, Lenka Skanderová

Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra, Roman Jasek

Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Optimization of Artificial Neural Network Structure in the Case of Steganalysis.

Zuzana Oplatková, Jiri Holoska, Michal Procházka, Roman Senkerik, Roman Jasek

Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

An investigation on evolutionary reconstruction of continuous chaotic systems.

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Roman Jasek

Math. Comput. Model., 2013

Synthesis of feedback controller for three selected chaotic systems by means of evolutionary techniques: Analytic programming.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra

Math. Comput. Model., 2013

Discrete Self-Organising Migrating Algorithm for flow-shop scheduling with no-wait makespan.

Donald Davendra, Ivan Zelinka, Magdalena Bialic-Davendra, Roman Senkerik, Roman Jasek

Math. Comput. Model., 2013

On the behavior and performance of chaos driven PSO algorithm with inertia weight.

Michal Pluhacek, Roman Senkerik, Donald Davendra, Zuzana Komínková Oplatková, Ivan Zelinka

Comput. Math. Appl., 2013

Analytic programming in the task of evolutionary synthesis of a controller for high order oscillations stabilization of discrete chaotic systems.

Zuzana Komínková Oplatková, Roman Senkerik, Ivan Zelinka, Michal Pluhacek

Comput. Math. Appl., 2013

Performance of Chaos Driven Differential Evolution on Shifted Benchmark Functions Set.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Zuzana Komínková Oplatková, Radek Vala, Roman Jasek

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making - A Preliminary Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution.

Donald Davendra, Magdalena Bialic-Davendra, Roman Senkerik

Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study.

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

Proceedings of the Nostradamus 2013: Prediction, 2013

Hidden Periodicity - Chaos Dependance on Numerical Precision.

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

Proceedings of the Nostradamus 2013: Prediction, 2013

Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems.

Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek

Proceedings of the Nostradamus 2013: Prediction, 2013

On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Nostradamus 2013: Prediction, 2013

New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Nostradamus 2013: Prediction, 2013

Evolutionary Synthesis of Complex Structures - Pseudo Neural Networks for the Task of Iris Dataset Classification.

Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the Nostradamus 2013: Prediction, 2013

Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time.

Donald Davendra, Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Magdalena Bialic-Davendra

Proceedings of the Nostradamus 2013: Prediction, 2013

Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization.

Roman Senkerik, Donald Davendra, Ivan Zelinka, Michal Pluhacek, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Analytic Programming In The Task Of Evolutionary Synthesis Of The Robust Controller For Selected Discrete Chaotic Systems.

Roman Senkerik, Zuzana Komínková Oplatková, Ivan Zelinka, Michal Pluhacek

Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Multiple Choice Strategy For PSO Algorithm - Performance Analysis On Shifted Test Functions.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Iris Data Classification By Means Of Pseudo Neural Networks Based On Evolutionary Symbolic Regression.

Zuzana Komínková Oplatková, Roman Senkerik

Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Scheduling The Flow Shop With Blocking Problem With The Chaos-Induced Discrete Self Organising Migrating Algorithm.

Donald Davendra, Magdalena Bialic-Davendra, Roman Senkerik, Michal Pluhacek

Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Do evolutionary algorithms indeed require randomness?

Ivan Zelinka, Roman Senkerik, Michal Pluhacek

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization.

Roman Senkerik, Michal Pluhacek, Zuzana Komínková Oplatková, Donald Davendra, Ivan Zelinka

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Investigation on the performance of a new multiple choice strategy for PSO Algorithm in the task of large scale optimization problems.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Application of Analytic Programming for Evolutionary Synthesis of Control Law - Introduction of Two Approaches.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Roman Jasek

Proceedings of the Advances in Intelligent Modelling and Simulation, 2012

Investigation on Visualization, Analysis, and Control of Complex Networks Dynamics.

Ivan Zelinka, Donald Davendra, Roman Jasek, Roman Senkerik

Int. J. Energy Optim. Eng., 2012

Performance Comparison of differential Evolution and SOMA on Chaos Control Optimization Problems.

Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková, Roman Jasek

Int. J. Bifurc. Chaos, 2012

Evolutionary Chaos Controller Synthesis for Stabilizing Chaotic Hénon Maps.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Donald Davendra

Complex Syst., 2012

Clustered enhanced differential evolution for the blocking flow shop scheduling problem.

Donald Davendra, Ivan Zelinka, Magdalena Bialic-Davendra, Roman Senkerik, Roman Jasek

Central Eur. J. Oper. Res., 2012

Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution.

Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková, Michal Pluhacek

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map.

Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Evolutionary Identification and Synthesis of Predictive Models.

Ivan Zelinka, Lenka Skanderová, Mohammed Chadli, Tomas Brandejsky, Roman Senkerik

Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Evolutionary Synthesis of Control Rules by Means of Analytic Programming for the Purpose of High Order Oscillations Stabilization of Evolutionary Synthesized Chaotic System.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka

Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

On the Evolutionary Optimization of Chaos Control - A Brief Survey.

Roman Senkerik

Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Impact of Various Chaotic Maps on the Performance of Chaos Enhanced PSO Algorithm with Inertia Weight - An Initial Study.

Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map.

Michal Pluhacek, Vera Budikova, Roman Senkerik, Zuzana Oplatková, Ivan Zelinka

Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Evolutionary and Meta-evolutionary Approach for the Optimization of Chaos Control.

Roman Senkerik, Zuzana Oplatková, Donald Davendra, Ivan Zelinka

Proceedings of the Swarm and Evolutionary Computation, 2012

Designing PID Controller For DC Motor System By Means Of Enhanced PSO Algorithm With Discrete Chaotic Lozi Map.

Michal Pluhacek, Roman Senkerik, Donald Davendra, Ivan Zelinka

Proceedings of the 26th European Conference on Modelling and Simulation, 2012

Utilization Of Analytic Programming For The Stabilization Of High Order Oscillations Of Chaotic Hénon Map.

Zuzana Oplatková, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the 26th European Conference on Modelling and Simulation, 2012

CUDA Based Enhanced Differential Evolution: A Computational Analysis.

Donald Davendra, Jan Gaura, Magdalena Bialic-Davendra, Roman Senkerik

Proceedings of the 26th European Conference on Modelling and Simulation, 2012

2011

Do Evolutionary Algorithm Dynamics Create Complex Network Structures?

Ivan Zelinka, Donald Davendra, Roman Senkerik, Roman Jasek

Complex Syst., 2011

Evolutionary Synthesis Of Control Law For Higher Periodic Orbits Of Chaotic Logistic Equation.

Roman Senkerik, Zuzana Oplatková, Ivan Zelinka, Roman Jasek

Proceedings of the 25th European Conference on Modelling and Simulation, 2011

Steganalysis Of PQ Algorithm By Means Of Neural Networks.

Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik, Roman Jasek

Proceedings of the 25th European Conference on Modelling and Simulation, 2011

Classification with Pseudo Neural Networks Based on Evolutionary Symbolic Regression.

Zuzana Oplatková, Roman Senkerik

Proceedings of the 2011 International Conference on P2P, 2011

Time Series Pattern Recognition via SoftComputing.

Martin Kotyrba, Zuzana Oplatková, Eva Volná, Roman Senkerik, Vaclav Kocian, Michal Janosek

Proceedings of the 2011 International Conference on P2P, 2011

2010

Evolutionary Design of Chaos Control in 1D.

Roman Senkerik, Ivan Zelinka, Donald Davendra, Zuzana Oplatková

Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Utilization of SOMA and differential evolution for robust stabilization of chaotic Logistic equation.

Roman Senkerik, Ivan Zelinka, Donald Davendra, Zuzana Oplatková

Comput. Math. Appl., 2010

Chaos driven evolutionary algorithms for the task of PID control.

Donald Davendra, Ivan Zelinka, Roman Senkerik

Comput. Math. Appl., 2010

Synthesis Of Control Law For Chaotic Henon System Preliminary Study.

Zuzana Oplatková, Roman Senkerik, Ivan Zelinka, Jiri Holoska

Proceedings of the European Conference on Modelling and Simulation, 2010

Preliminary investigation on relations between complex networks and evolutionary algorithms dynamics.

Ivan Zelinka, Donald Davendra, Václav Snásel, Roman Jasek, Roman Senkerik, Zuzana Oplatková

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

Chaos driven Differential Evolution in the task of chaos control optimization.

Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatková

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Evolutionary blackbox control of Logistic equation.

Roman Senkerik, Ivan Zelinka, Zuzana Oplatková

Proceedings of the 10th European Control Conference, 2009

Design Of Advanced Targeting Cost Function For Evolutionary Optimization Of Chaos Control.

Roman Senkerik, Ivan Zelinka, Zuzana Oplatková

Proceedings of the European Conference on Modelling and Simulation, 2009

Comparison of Differential Evolution and SOMA in the task of chaos control optimization - Extended study: Complex target CF.

Roman Senkerik, Ivan Zelinka, Zuzana Oplatková

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Detection of Steganography Inserted by OutGuess and Steghide by Means of Neural Networks.

Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik

Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

2008

Evolutionary Scanning and Neural Network Optimization.

Ivan Zelinka, Roman Senkerik, Zuzana Oplatková

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Evolutionary Synthesis of Complex Structures.

Ivan Zelinka, Roman Senkerik, Zuzana Oplatková

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Performance Comparison of Evolutionary Algorithms in the Task of Optimization of Chaos Control.

Ivan Zelinka, Roman Senkerik, Zuzana Oplatková

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Steganography Detection by Means of Neural Networks.

Zuzana Oplatková, Jiri Holoska, Ivan Zelinka, Roman Senkerik

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Evolutionary Techniques for Deterministic Chaos Control.

Roman Senkerik, Ivan Zelinka, Zuzana Oplatková

Proceedings of the Technological Developments in Education and Automation, 2008

2007

Optimization of Chaos Control by Means of Evolutionary Algorithms.

Ivan Zelinka, Roman Senkerik, Eduard Navratil

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

Comparison of evolutionary algorithms in the task of chaos control optimization.

Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2007