Roman Senkerik

Orcid: 0000-0002-5839-4263

Affiliations:
  • Tomas Bata University in Zlín, Czech Republic


According to our database1, Roman Senkerik authored at least 251 papers between 2007 and 2024.

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Bibliography

2024
DISH Solving the GNBG-generated Test Suite.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Measuring Population Diversity in Variable Dimension Search Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Using LLM for Automatic Evolvement of Metaheuristics from Swarm Algorithm SOMA.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

A Critical Examination of Large Language Model Capabilities in Iteratively Refining Differential Evolution Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023
Hierarchical clustering-based algorithms for optimal waste collection point locations in large-scale problems: A framework development and case study.
Comput. Ind. Eng., 2023

Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics.
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.
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.
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.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Exploring Adaptive Components of SOMA.
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.
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.
IEEE Trans. Evol. Comput., 2022

Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution.
Swarm Evol. Comput., 2022

Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics.
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics.
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Effective Parametric Optimization of Heating-Cooling Process with Optimum near the Domain Border.
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.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

Inner Dynamics of Particle Swarm Optimization Interpreted by Complex Network Analysis.
Proceedings of the IEEE Workshop on Complexity in Engineering, 2022

Exploring clustering in SOMA.
Proceedings of the IEEE Workshop on Complexity in Engineering, 2022

2021
Orthogonal Learning Firefly Algorithm.
Log. J. IGPL, 2021

An effective data reduction model for machine emergency state detection from big data tree topology structures.
Int. J. Appl. Math. Comput. Sci., 2021

How Does the Number of Objective Function Evaluations Impact Our Understanding of Metaheuristics Behavior?
IEEE Access, 2021

Explaining SOMA: the relation of stochastic perturbation to population diversity and parameter space coverage.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Self-organizing migrating algorithm with clustering-aided migration and adaptive perturbation vector control.
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.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Chaos-enhanced multiple-choice strategy for particle swarm optimisation.
Int. J. Parallel Emergent Distributed Syst., 2020

Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic.
J. Artif. Intell. Soft Comput. Res., 2020

Analysing knowledge transfer in SHADE via complex network.
Log. J. IGPL, 2020

Extended experimental study on PSO with partial population restart based on complex network analysis.
Log. J. IGPL, 2020

Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks.
IEEE Access, 2020

Supervised Classification Methods for Fake News Identification.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems?
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Cascade PID Controller Optimization Using Bison Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Swarm intelligence in cybersecurity.
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.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Self-organizing migrating algorithm with clustering-aided migration.
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.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark.
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.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Towards Human Cell Simulation.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Distance based parameter adaptation for Success-History based Differential Evolution.
Swarm Evol. Comput., 2019

Agile approach in multi-criterial decision making.
Int. J. Manuf. Technol. Manag., 2019

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

Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Self-organizing Migrating Algorithm with Non-binary Perturbation.
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.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

SOMA T3A for Solving the 100-Digit Challenge.
Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

Analyzing Control Parameters in DISH.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Evolutionary Algorithms Applied to a Shielding Enclosure Design.
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.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Border Strategies Of The Bison Algorithm.
Proceedings of the 33rd International ECMS Conference on Modelling and Simulation, 2019

DISH Algorithm Solving the CEC 2019 100-Digit Challenge.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Introducing Self-Adaptive Parameters to Self-organizing Migrating Algorithm.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Swarm virus - Next-generation virus and antivirus paradigm?
Swarm Evol. Comput., 2018

Investigation on evolutionary algorithms powered by nonrandom processes.
Soft Comput., 2018

Elliott waves classification by means of neural and pseudo neural networks.
Soft Comput., 2018

Modified progressive random walk with chaotic PRNG.
Int. J. Parallel Emergent Distributed Syst., 2018

Why Simple Population Restart Does Not Work in PSO.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

On the Performance Significance of Boundary Strategies for Firefly Algorithm.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018


Addressing Premature Convergence with Distance based Parameter Adaptation in SHADE.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Differential Evolution and Chaotic Series.
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.
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

On the Prolonged Exploration of Distance Based Parameter Adaptation in SHADE.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Particle Swarm Optimization with Single Particle Repulsivity for Multi-modal Optimization.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

New Running Technique for the Bison Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-swarm Optimization Algorithm Based on Firefly and Particle Swarm Optimization Techniques.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Comparative Study Of The Distance/Improvement Based SHADE.
Proceedings of the European Conference on Modelling and Simulation, 2018

A Review On The Simulation of Social Networks Inside Heuristic Algorithms.
Proceedings of the European Conference on Modelling and Simulation, 2018

Study On Velocity Clamping In PSO Using CEC'13 Benchmark.
Proceedings of the European Conference on Modelling and Simulation, 2018

Pseudo Neural Networks Via Analytic Programming With Direct Coding Of Constant Estimation.
Proceedings of the European Conference on Modelling and Simulation, 2018

Tuning Of The Bison Algorithm Control Parameter.
Proceedings of the European Conference on Modelling and Simulation, 2018

Boundary Strategies For Firefly Algorithm Analysed Using CEC'17 Benchmark.
Proceedings of the European Conference on Modelling and Simulation, 2018

Distance vs. Improvement Based Parameter Adaptation in SHADE.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Firefly Algorithm Enhanced by Orthogonal Learning.
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.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Performance of the Bison Algorithm on Benchmark IEEE CEC 2017.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Cluster Occurrence in the DbL_SHADE Population.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

On the Population Diversity for the Chaotic Differential Evolution.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Chaos Driven PSO with Attractive Search Space Border Points.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

How Distance Based Parameter Adaptation Affects Population Diversity.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Population Diversity Analysis for the Chaotic Based Selection of Individuals in Differential Evolution.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

Comparing Boundary Control Methods for Firefly Algorithm.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017
Chaos-Based Optimization - A Review.
J. Adv. Eng. Comput., 2017

Distance based parameter adaptation for differential evolution.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Performance comparison of differential evolution driving analytic programming for regression.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

How chaotic sequences and generator sequencing affect the particle trajectory in PSO.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Exploring the shortest path in PSO communication network.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Partial population restart of firefly algorithm using complex network analysis.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhanced Archive for SHADE.
Proceedings of the Recent Advances in Soft Computing, 2017

Randomization of Individuals Selection in Differential Evolution.
Proceedings of the Recent Advances in Soft Computing, 2017

Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE.
Proceedings of the Recent Advances in Soft Computing, 2017

Proposal of a New Swarm Optimization Method Inspired in Bison Behavior.
Proceedings of the Recent Advances in Soft Computing, 2017

Archive Analysis in SHADE.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Differential Evolution Driven Analytic Programming for Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

PSO with Attractive Search Space Border Points.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Comparing Strategies for Search Space Boundaries Violation in PSO.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

PSO with Partial Population Restart Based on Complex Network Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

SHADE Mutation Strategy Analysis Via Dynamic Simulation In Complex Network.
Proceedings of the European Conference on Modelling and Simulation, 2017

Simulation Of Chaotic Dynamics For Chaos Based Optimization - An Extended Study.
Proceedings of the European Conference on Modelling and Simulation, 2017

Uncovering Communication Density In PSO Using Complex Network.
Proceedings of the European Conference on Modelling and Simulation, 2017

Different Approaches For Constant Estimation In Analytic Programming.
Proceedings of the European Conference on Modelling and Simulation, 2017

Firework Algorithm Dynamics Simulated And Analyzed With The Aid Of Complex Network.
Proceedings of the European Conference on Modelling and Simulation, 2017

The Influence of Archive Size to SHADE.
Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

On the Randomization of Indices Selection for Differential Evolution.
Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

Comparing Border Strategies for Roaming Particles on Single and Multi-swarm PSO.
Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017

SHADE Algorithm Dynamic Analyzed Through Complex Network.
Proceedings of the Computing and Combinatorics - 23rd International Conference, 2017

Towards Better Population Sizing for Differential Evolution Through Active Population Analysis with Complex Network.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

Differential evolution with preferential interaction network.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Model for comprehensive approach to security management.
Int. J. Syst. Assur. Eng. Manag., 2016

Steady success clusters in Differential Evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Comparing selected PSO modifications on CEC 15 benchmark set.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Strange Nonchaotic Attractors in Evolutionary Processing of Astroinformatic Big Data.
Proceedings of the Fifteenth Mexican International Conference on Artificial Intelligence, 2016

Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms.
Proceedings of the Advances in Soft Computing, 2016

Network Based Linear Population Size Reduction in SHADE.
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.
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

Creating Complex Networks Using Multi-swarm PSO.
Proceedings of the 2016 International Conference on Intelligent Networking and Collaborative Systems, 2016

Multi-chaotic System Induced Success-History Based Adaptive Differential Evolution.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Chaos Enhanced Repulsive MC-PSO/DE Hybrid.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Hybridization of Chaotic Systems and Success-History Based Adaptive Differential Evolution.
Proceedings of the Hybrid Metaheuristics - 10th International Workshop, 2016

Multi-chaotic Approach for Particle Acceleration in PSO.
Proceedings of the Hybrid Metaheuristics - 10th International Workshop, 2016

Analytical Programming With Extended Individuals.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

On The Simulation Of Complex Chaotic Dynamics For Chaos Based Optimization.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Study On Swarm Dynamics Converted Into Complex Network.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Lozi Map Generated Initial Population in Analytical Programming.
Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

Study on the Time Development of Complex Network for Metaheuristic.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

On the influence of different randomization and complex network analysis for differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Complex network analysis in PSO as an fitness landscape classifier.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Recent advances in swarm and evolutionary computation-foreword.
Swarm Evol. Comput., 2015

Chaos particle swarm optimization with Eensemble of chaotic systems.
Swarm Evol. Comput., 2015

Investigation on evolutionary predictive control of chemical reactor.
J. Appl. Log., 2015

Hybridization of Adaptivity and Chaotic Dynamics for Differential Evolution.
Proceedings of the Mendel 2015, 2015

The Initial Study on the Potential of Super-Sized Swarm in PSO.
Proceedings of the Mendel 2015, 2015

Cost Functions Based on Different Types of Distance Measurements for Pseudo Neural Network Synthesis.
Proceedings of the Mendel 2015, 2015

On the Tuning of Complex Dynamics Embedded into Differential Evolution.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

New Adaptive Approach for Multi-chaotic Differential Evolution Concept.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

MC-PSO/DE Hybrid with Repulsive Strategy - Initial Study.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Using Brain - Computer Interface For Control Robot Movement.
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.
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.
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.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015

The Architecture of Software Interface for BCI System.
Proceedings of the Intelligent Systems in Cybernetics and Automation Theory, 2015

An Initial Study on the New Adaptive Approach for Multi-chaotic Differential Evolution.
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.
Proceedings of the Software Engineering in Intelligent Systems, 2015

On the parameter settings for the chaotic dynamics embedded differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Multiple Choice strategy with Dimensional mutation for PSO algorithm enhanced with chaotic Dissipative Standard Map.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Chaos PSO with Super-Sized Swarm - Initial Study.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

PSO as Complex Network - Capturing the Inner Dynamics - Initial Study.
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Capturing Inner Dynamics of Firefly Algorithm in Complex Network - Initial Study.
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.
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.
Soft Comput., 2014

Particle swarm optimization algorithm driven by multichaotic number generator.
Soft Comput., 2014

Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time.
Soft Comput., 2014

Gathering algorithm: A new concept of PSO based metaheuristic with dimensional mutation.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Complex network analysis of differential evolution algorithm applied to flowshop with no-wait problem.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

On Convergence of Evolutionary Algorithms Powered by Non-random Generators.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Multi-chaotic Differential Evolution: A Preliminary Study.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation.
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.
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.
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.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

Analysis Of EEG Signal For Using In Biometrical Classification.
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.
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.
Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Pseudo Neural Networks For Iris Data Classification.
Proceedings of the 28th European Conference on Modelling and Simulation, 2014

On the Simulation of the Brain Activity: A Brief Survey.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

Utilization of the Discrete Chaotic Systems as the Pseudo Random Number Generators.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

MIMO Pseudo Neural Networks for Iris Data Classification.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

Chaos Powered Grammatical Evolution.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Comparison of Chaos Driven PSO and Differential Evolution on the Selected PID Tuning Problem.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Chaos Driven Particle Swarm Optimization with Basic Particle Performance Evaluation - An Initial Study.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Evolutionary algorithms dynamics and its hidden complex network structures.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Scatter Search Algorithm with chaos based stochasticity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Evolutionary Dynamics as The Structure of Complex Networks.
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.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Optimization of Artificial Neural Network Structure in the Case of Steganalysis.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

An investigation on evolutionary reconstruction of continuous chaotic systems.
Math. Comput. Model., 2013

Synthesis of feedback controller for three selected chaotic systems by means of evolutionary techniques: Analytic programming.
Math. Comput. Model., 2013

Discrete Self-Organising Migrating Algorithm for flow-shop scheduling with no-wait makespan.
Math. Comput. Model., 2013

On the behavior and performance of chaos driven PSO algorithm with inertia weight.
Comput. Math. Appl., 2013

Analytic programming in the task of evolutionary synthesis of a controller for high order oscillations stabilization of discrete chaotic systems.
Comput. Math. Appl., 2013

Performance of Chaos Driven Differential Evolution on Shifted Benchmark Functions Set.
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.
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.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study.
Proceedings of the Nostradamus 2013: Prediction, 2013

Hidden Periodicity - Chaos Dependance on Numerical Precision.
Proceedings of the Nostradamus 2013: Prediction, 2013

Utilization of Analytic Programming for Evolutionary Synthesis of the Robust Controller for Set of Chaotic Systems.
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.
Proceedings of the Nostradamus 2013: Prediction, 2013

New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study.
Proceedings of the Nostradamus 2013: Prediction, 2013

Evolutionary Synthesis of Complex Structures - Pseudo Neural Networks for the Task of Iris Dataset Classification.
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.
Proceedings of the Nostradamus 2013: Prediction, 2013

Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study.
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.
Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Multiple Choice Strategy For PSO Algorithm - Performance Analysis On Shifted Test Functions.
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.
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.
Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Do evolutionary algorithms indeed require randomness?
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Application of Analytic Programming for Evolutionary Synthesis of Control Law - Introduction of Two Approaches.
Proceedings of the Advances in Intelligent Modelling and Simulation, 2012

Investigation on Visualization, Analysis, and Control of Complex Networks Dynamics.
Int. J. Energy Optim. Eng., 2012

Performance Comparison of differential Evolution and SOMA on Chaos Control Optimization Problems.
Int. J. Bifurc. Chaos, 2012

Evolutionary Chaos Controller Synthesis for Stabilizing Chaotic Hénon Maps.
Complex Syst., 2012

Clustered enhanced differential evolution for the blocking flow shop scheduling problem.
Central Eur. J. Oper. Res., 2012

Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution.
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.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Evolutionary Identification and Synthesis of Predictive Models.
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.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

On the Evolutionary Optimization of Chaos Control - A Brief Survey.
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.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Extended Initial Study on the Performance of Enhanced PSO Algorithm with Lozi Chaotic Map.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Evolutionary and Meta-evolutionary Approach for the Optimization of Chaos Control.
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.
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.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

CUDA Based Enhanced Differential Evolution: A Computational Analysis.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

2011
Do Evolutionary Algorithm Dynamics Create Complex Network Structures?
Complex Syst., 2011

Evolutionary Synthesis Of Control Law For Higher Periodic Orbits Of Chaotic Logistic Equation.
Proceedings of the 25th European Conference on Modelling and Simulation, 2011

Steganalysis Of PQ Algorithm By Means Of Neural Networks.
Proceedings of the 25th European Conference on Modelling and Simulation, 2011

Classification with Pseudo Neural Networks Based on Evolutionary Symbolic Regression.
Proceedings of the 2011 International Conference on P2P, 2011

Time Series Pattern Recognition via SoftComputing.
Proceedings of the 2011 International Conference on P2P, 2011

2010
Evolutionary Design of Chaos Control in 1D.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Utilization of SOMA and differential evolution for robust stabilization of chaotic Logistic equation.
Comput. Math. Appl., 2010

Chaos driven evolutionary algorithms for the task of PID control.
Comput. Math. Appl., 2010

Synthesis Of Control Law For Chaotic Henon System Preliminary Study.
Proceedings of the European Conference on Modelling and Simulation, 2010

Preliminary investigation on relations between complex networks and evolutionary algorithms dynamics.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Evolutionary blackbox control of Logistic equation.
Proceedings of the 10th European Control Conference, 2009

Design Of Advanced Targeting Cost Function For Evolutionary Optimization Of Chaos Control.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Detection of Steganography Inserted by OutGuess and Steghide by Means of Neural Networks.
Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009

2008
Evolutionary Scanning and Neural Network Optimization.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Evolutionary Synthesis of Complex Structures.
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.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Steganography Detection by Means of Neural Networks.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Evolutionary Techniques for Deterministic Chaos Control.
Proceedings of the Technological Developments in Education and Automation, 2008

2007
Optimization of Chaos Control by Means of Evolutionary Algorithms.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007


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