Krzysztof Michalak
Orcid: 0000-0003-4994-9930
According to our database1,
Krzysztof Michalak
authored at least 66 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Evolutionary algorithm with a regression model for multiobjective minimization of systemic risk in financial systems.
Soft Comput., March, 2024
2023
Soft Comput., November, 2023
Eur. J. Oper. Res., 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Classifier-based evolutionary multiobjective optimization for the graph protection problem: Hot-off-the-Press Track at GECCO 2023.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
2022
Classifier-based evolutionary multiobjective optimization for the graph protection problem.
Appl. Soft Comput., 2022
Required Quality of Service attributes in the context of various types of Web Services.
Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022
2021
The influence of uncertainties on optimization of vaccinations on a network of animal movements.
Soft Comput., 2021
Pattern Recognit., 2021
Evolutionary Algorithm Using Random Immigrants for the Multiobjective Travelling Salesman Problem.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets.
SN Comput. Sci., 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization.
IEEE Trans. Evol. Comput., 2019
Solving the parameterless firefighter problem using multiobjective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Evolutionary optimization of epidemic control strategies for livestock disease prevention.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Surrogate-based optimization for reduction of contagion susceptibility in financial systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Informed mutation operator using machine learning for optimization in epidemics prevention.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
An Evolutionary Algorithm with Practitioner's-Knowledge-Based Operators for the Inventory Routing Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2018
2017
Appl. Soft Comput., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017
2016
Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems.
Optim. Methods Softw., 2016
Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Sim-EDA: A Multipopulation Estimation of Distribution Algorithm Based on Problem Similarity.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016
Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Using an outward selective pressure for improving the search quality of the MOEA/D algorithm.
Comput. Optim. Appl., 2015
Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015
Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
The Sim-EA Algorithm with Operator Autoadaptation for the Multiobjective Firefighter Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2015
2014
Appl. Soft Comput., 2014
Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Analysis of Dynamic Properties of Stock Market Trading Experts Optimized with an Evolutionary Algorithm.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014
2013
Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
2012
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2012
2011
Proceedings of the Computer Recognition Systems 4, 2011
Selection of numerical and Nominal Features Based on Probabilistic Dependence between Features.
Appl. Artif. Intell., 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011
2010
The use of the shuffled signals for the estimation of the proper window width for the calculation of the dimensional complexity of the high-dimensional signals.
Bio Algorithms Med Syst., 2010
The use of the cubic interpolation for the analysis of the medium- and high-dimensional chaotic signals.
Bio Algorithms Med Syst., 2010
2007
Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron.
Theor. Comput. Sci., 2007
2006
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006
2005
Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005
Proceedings of the New Computational Paradigms, 2005