Ivan Zelinka

Orcid: 0000-0002-3858-7340

According to our database1, Ivan Zelinka authored at least 271 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
From malware samples to fractal images: A new paradigm for classification.
Math. Comput. Simul., April, 2024

A brief review on quantum computing based drug design.
WIREs Data. Mining. Knowl. Discov., 2024

Optimizing parameters in swarm intelligence using reinforcement learning: An application of Proximal Policy Optimization to the iSOMA algorithm.
Swarm Evol. Comput., 2024

Automated search of an optimal configuration of FETI-based algorithms with the swarm and evolutionary algorithms.
Appl. Soft Comput., 2024

2023
Multi-level quantum inspired metaheuristics for automatic clustering of hyperspectral images.
Quantum Mach. Intell., June, 2023

Softcomputing in identification of the origin of Voynich manuscript by comparison with ancient dialects.
Appl. Soft Comput., May, 2023

Forecasting and stabilizing chaotic regimes in two macroeconomic models via artificial intelligence technologies and control methods.
CoRR, 2023

iSOMA swarm intelligence algorithm in synthesis of quantum computing circuits.
Appl. Soft Comput., 2023

A Reinforcement Learning Framework for Knowledge-Defined Networking.
Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

2022
Subgraph mining in a large graph: A review.
WIREs Data Mining Knowl. Discov., 2022

On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges.
IEEE Trans. Artif. Intell., 2022

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

Gamesourcing: an unconventional tool to assist the solution of the traveling salesman problem.
Nat. Comput., 2022

Impact of chaotic dynamics on the performance of metaheuristic optimization algorithms: An experimental analysis.
Inf. Sci., 2022

Computing with Modular Robots.
Int. J. Unconv. Comput., 2022

Have You Ever Seen Malware?
CoRR, 2022

Self-Organizing Migrating Algorithm with narrowing search space strategy for robot path planning.
Appl. Soft Comput., 2022

An efficient and scalable approach for mining subgraphs in a single large graph.
Appl. Intell., 2022

ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021
Self-organizing migrating algorithm using covariance matrix adaptation evolution strategy for dynamic constrained optimization.
Swarm Evol. Comput., 2021

OCR error correction using correction patterns and self-organizing migrating algorithm.
Pattern Anal. Appl., 2021

Toward an exploration-based probabilistic reasoning for a quadrotor.
Intell. Serv. Robotics, 2021

A Multi-Perspective malware detection approach through behavioral fusion of API call sequence.
Comput. Secur., 2021

A Method for Closed Frequent Subgraph Mining in a Single Large Graph.
IEEE Access, 2021

Periodic Time Series Forecasting with Bidirectional Long Short-Term Memory: Periodic Time Series Forecasting with Bidirectional LSTM.
Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

2020
Artificial Intelligence in the Cyber Domain: Offense and Defense.
Symmetry, 2020

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

Fast and scalable algorithms for mining subgraphs in a single large graph.
Eng. Appl. Artif. Intell., 2020

A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence.
Comput. Secur., 2020

Measure of the Content Creation Score on Social Network Using Sentiment Score and Passion Point.
Proceedings of the Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques, 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

On the Similarity Between Neural Network and Evolutionary Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Obstacle Avoidance for Drones Based on the Self-Organizing Migrating 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

Applications of swarm intelligence algorithms countering the cyber threats.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A self-adaptive spherical search algorithm for real-world constrained optimization problems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

An In-depth Analysis of OCR Errors for Unconstrained Vietnamese Handwriting.
Proceedings of the Future Data and Security Engineering - 7th International Conference, 2020

Optimal Control System Synthesis Based on the Approximation of Extremals by Symbolic Regression.
Proceedings of the 18th European Control Conference, 2020

Language-oriented Sentiment Analysis based on the Grammar Structure and Improved Self-attention Network.
Proceedings of the 15th International Conference on Evaluation of Novel Approaches to Software Engineering, 2020

2019
Self-adapting self-organizing migrating algorithm.
Swarm Evol. Comput., 2019

Analysis of causality-driven changes of diffusion speed in non-Markovian temporal networks generated on the basis of differential evolution dynamics.
Swarm Evol. Comput., 2019

Perturbations and phase transitions in swarm optimization algorithms.
Nat. Comput., 2019

Swarm Inteligence in Virtual Environment.
J. Adv. Eng. Comput., 2019

On Patterns and Dynamics of Rule 22 Cellular Automaton.
Complex Syst., 2019

Some measures to detect the influencer on social network based on Information Propagation.
Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics, 2019

OCR Error Correction for Unconstrained Vietnamese Handwritten Text.
Proceedings of the Tenth International Symposium on Information and Communication Technology, 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

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

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

On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Self-organizing migrating algorithm for the 100-digit challenge.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

On the Evolutionary Neural Network Creation Using Native Visibility Graph.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

On the Particle Swarm Optimization Improvement Using Time Delay Auto Synchronization.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

From Darwinian Evolution to Swarm Computation and Gamesourcing.
Proceedings of the From Parallel to Emergent Computing, 1st Edition, 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

Seismic attractor can assist in finding of geothermal area?
Int. J. Parallel Emergent Distributed Syst., 2018

Dynamical properties of partial-discharge patterns.
Int. J. Parallel Emergent Distributed Syst., 2018

A novel approach on evolutionary dynamics analysis - A progress report.
J. Comput. Sci., 2018

Investigation on Cellular Automaton Rule Estimation.
J. Cell. Autom., 2018

Differential evolution based on node strength.
Int. J. Bio Inspired Comput., 2018

An algorithm for Elliott Waves pattern detection.
Intell. Decis. Technol., 2018

Investigation on Unconventional Synthesis of Astroinformatic Data Classifier Powered by Irregular Dynamics.
IEEE Intell. Syst., 2018

Phase Transitions in Swarm Optimization Algorithms.
Proceedings of the Unconventional Computation and Natural Computation, 2018

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

Evolutionary Design and Training of Artificial Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

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

2017
Evolutionary synthesis of automatic classification on astroinformatic big data.
Int. J. Parallel Emergent Distributed Syst., 2017

Differential Evolution Dynamics Modeled by Longitudinal Social Network.
J. Intell. Syst., 2017

Differential Evolution Dynamics Analysis Using Aggregated Networks.
J. Adv. Eng. Comput., 2017

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

On static control of swarm systems.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

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

2016
SPECIAL ISSUE SOCO13-JAL.
J. Appl. Log., 2016

Evolutionary identification of hidden chaotic attractors.
Eng. Appl. Artif. Intell., 2016

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

On possibilities of evolutionary synthesis of robot control sequences.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 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

On Evolutionary Dynamics Modeled by Ant Algorithm.
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

SOMA Swarm Algorithm in Computer Games.
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

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

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

A Complex Network Based Classification of Covered Conductors Faults Detection.
Proceedings of the Intelligent Data Analysis and Applications, 2016

Cellular Automaton Rule Extractor.
Proceedings of the Intelligent Data Analysis and Applications, 2016

Competition on learning-based real-parameter single objective optimization by SOMA swarm based algorithm with SOMARemove strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

On performance improvement of the SOMA swarm based algorithm and its complex network duality.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Small-world hidden in differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Dimensionality Reduction Method's Comparison Based on Statistical Dependencies.
Proceedings of the 7th International Conference on Ambient Systems, 2016

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

A survey on evolutionary algorithms dynamics and its complexity - Mutual relations, past, present and future.
Swarm Evol. Comput., 2015

Some global existence results and stability theorem for fuzzy functional differential equations.
J. Intell. Fuzzy Syst., 2015

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

Special issue SOCO12.
J. Appl. Log., 2015

Combined special issue SOCO 2012-2013: Recent advancements in soft computing and its application in industrial and environmental problems.
Neurocomputing, 2015

Investigation on operating systems identification by means of fractal geometry.
Log. J. IGPL, 2015

Editorial: Special issue CISIS12-IGPL.
Log. J. IGPL, 2015

Towards a Network Interpretation of Agent Interaction in Ant Colony Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Network Visualization of Population Dynamics in the Differential Evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

On Analysis and Performance Improvement of Evolutionary Algorithms Based on its Complex Network Structure - A Summary Overview.
Proceedings of the Advances in Artificial Intelligence and Soft Computing, 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

CUDA-based Analytic Programming by Means of SOMA Algorithm.
Proceedings of the Mendel 2015, 2015

On Evaluation of Evolutionary Networks Using New Temporal Centralities Algorithm.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Differential Evolution Enhanced by the Closeness Centrality: Initial Study.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 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

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

StarCraft: Brood War - Strategy powered by the SOMA swarm algorithm.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Finding Posts in Digital Libraries of Authors with Garbled Names.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 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

Better Spectra Manipulation in SPLAT-VO.
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

Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods.
Soft Comput., 2014

On the influence of different number generators on results of the symbolic regression.
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

Possible Utilization of the Artificial Intelligence Elements in the Creation of Remote Experiments.
Int. J. Online Eng., 2014

Visualization of Large Amount of Spectra in Virtual Observatory Environment.
Int. J. Autom. Comput., 2014

Chaos synchronization of unknown inputs Takagi-Sugeno fuzzy: Application to secure communications.
Comput. Math. Appl., 2014

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

Similarity of Authors' Profiles and Its Usage for Reviewers' Recommendation.
Proceedings of the 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 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

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

Estimating users' areas of research by publications and profiles on social networks.
Proceedings of the Hypertext 2014 Extended Proceedings: Late-breaking Results, 2014

Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 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

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

Big Data Spectra Analysis Using Analytical Programming and Random Decision Forests.
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

On the inference of deterministic chaos: Evolutionary algorithm and metabolic P system approaches.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Can deterministic chaos improve differential evolution for the linear ordering problem?
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

Search and Implementation of Optimization Algorithms in Analysis of Ultrasonic Pictures in Neurology.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Hybrid Self Organising Migrating - Scatter Search Algorithm.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

GPU Based Enhanced Differential Evolution Algorithm: A Comparison between CUDA and OpenCL.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Takagi-Sugeno Fuzzy Representation to Modelling and State Estimation.
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

Use of Simulated Annealing for Adaptive Control System.
Int. J. Energy Optim. Eng., 2013

Preface.
Comput. Math. Appl., 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

Unknown inputs observer design for fuzzy systems with application to chaotic system reconstruction.
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

On the Use of Chaos in Nature-Inspired Optimization Methods.
Proceedings of the IEEE International Conference on Systems, 2013

Recommending New Links in Social Networks Using Face Recognition.
Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 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

Unknown Input Proportional Integral Observer Design for Chaotic TS Fuzzy Models.
Proceedings of the Nostradamus 2013: Prediction, 2013

Chaos Powered Selected Evolutionary Algorithms.
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

Upcoming Features of SPLAT-VO in Astroinformatics.
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 Algorithms for Parameter Estimation of Metabolic Systems.
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

Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions.
Proceedings of the Nostradamus 2013: Prediction, 2013

Randomness and Chaos in Genetic Algorithms and Differential Evolution.
Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 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

Solving Steel Alloying Using Differential Evolution and SOMA.
Proceedings of the Computer Information Systems and Industrial Management, 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

Investigation on Evolutionary Control and Optimization of Chemical Reactor.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Investigation on Operating Systems Identification by Means of Fractal Geometry and OS Pseudorandom Number Generators.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 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

On Evolutionary Synthesis of Chaotic Systems.
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

Is Hot Fusion Made Feasible by the Discovery of Cryodynamics?
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Custom Winding Ratio Analysis of Evolutionary Optimized Audio Transformer.
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

Data Mining by Symbolic Fuzzy Classifiers and Genetic Programming.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Using Differential Evolution Algorithm in Six-Dimensional Chaotic Synchronization Systems.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Application of Self-Organizing Migrating Algorithm in Five-Dimensional Chaotic Synchronization Systems via Active-Passive Decomposition.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Chaos Synchronization Based on Unknown Inputs Takagi-Sugeno Fuzzy Observer.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Specific Behaviour of GPA-ES Evolutionary System Observed in Deterministic Chaos Regression.
Proceedings of the Nostradamus: Modern Methods of Prediction, 2012

Visualization of Complex Networks Dynamics: Case Study.
Proceedings of the NETWORKING 2012 Workshops, 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

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

A Review Of Methods For Encoding Neural Network Topologies In Evolutionary Computation.
Proceedings of the 25th European Conference on Modelling and Simulation, 2011

2010
Evolutionary Synchronization of Chaotic Systems.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Evolutionary Reconstruction of Chaotic Systems.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Evolutionary Algorithms for Chaos Researchers.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Evolutionary Decryption of Chaotically Encrypted Information.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Chaos Synthesis by Evolutionary Algorithms.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Frontiers.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Motivation for Application of Evolutionary Computation to Chaotic Systems.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Evolutionary Control of CML Systems.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

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

Chaotic Attributes and Permutative Optimization.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Controller Parameters Optimization on a Representative Set of Systems Using Deterministic-Chaotic-Mutation Evolutionary Algorithms.
Proceedings of the Evolutionary Algorithms and Chaotic Systems, 2010

Chaos Theory for Evolutionary Algorithms Researchers.
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

Concentric Circular Antenna Array synthesis using a differential Invasive Weed Optimization algorithm.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

EPMAS: Evolutionary Programming Multi-Agent Systems.
Proceedings of the European Conference on Modelling and Simulation, 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
Data-Mining Protein Structure by Clustering, Segmentation and Evolutionary Algorithms.
Proceedings of the Foundations of Computational Intelligence, 2009

Real-time deterministic chaos control by means of selected evolutionary techniques.
Eng. Appl. Artif. Intell., 2009

Optimization of Quadratic Assignment Problem Using Self Organising Migrating Algorithm.
Comput. Informatics, 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

Flow Shop Scheduling Using Clustered Differential Evolution.
Proceedings of the European Conference on Modelling and Simulation, 2009

Investigation On Optimization Of Process Parameters And Chemical Reactor Geometry By Evolutionary Algorithms.
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

Clustered population Differential Evolution approach to Quadratic Assignment Problem.
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
Chaos Synthesis by Means of Evolutionary Algorithms.
Int. J. Bifurc. Chaos, 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

Evolutionary Algorithms in Aircraft Trim Optimization.
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

Search for equilibrium state flight.
Proceedings of the Innovations and Advances in Computer Sciences and Engineering, 2008

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

Analytic Programming Powered by Distributed Self-Organizing Migrating Algorithm Application.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

Higher Dimensional Cost Function for Synthesis of Evolutionary Algorithms by means of Symbolic Regression.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

2007
Synthesis of artificial neural networks by evolutionary methods.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 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

Symbolic regression and evolutionary computation in setting an optimal trajectory for a robot.
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

Santa Fe Trail for Artificial Ant with Analytic Programming and Three Evolutionary Algorithms.
Proceedings of the First Asia International Conference on Modelling and Simulation, 2007

2006
Investigation on artificial ant using analytic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Relay Node Placement in Energy-Constrained Networks using SOMA Evolutionary Algorithm.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

2005
Comparison of an self-organizing migration algorithm with simulated annealing and differential evolution for automated waveform tuning.
Adv. Eng. Softw., 2005


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