Krzysztof Michalak

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 48

Top Topics

Multiobjective Optimization

Dynamic Optimization Problems

Genetic Operators

Top Venues

GECCO (Companion)

Publications

Krzysztof Michalak
Evolutionary algorithm with a regression model for multiobjective minimization of systemic risk in financial systems. Soft Comput. 28 (5) (2024)
Michel Alexandre, Thiago Christiano Silva, Krzysztof Michalak, Francisco Aparecido Rodrigues
Does the default pecking order impact systemic risk? Evidence from Brazilian data. Eur. J. Oper. Res. 309 (3) (2023)
Sarah L. Thomson, Gabriela Ochoa, Nadarajen Veerapen, Krzysztof Michalak
Channel Configuration for Neural Architecture: Insights from the Search Space. GECCO (2023)
Krzysztof Michalak, Mario Giacobini
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. EMO (2023)
Krzysztof Michalak, Mario Giacobini
Evolutionary Neural Networks for Livestock Disease Prevention. GECCO Companion (2023)
Krzysztof Michalak, Piotr Lipinski
Knowledge-based optimization algorithm for the inventory routing problem. Soft Comput. 27 (22) (2023)
Krzysztof Michalak
Classifier-based evolutionary multiobjective optimization for the graph protection problem: Hot-off-the-Press Track at GECCO 2023. GECCO Companion (2023)
Krzysztof Michalak
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control. EMO (2023)
Maksymilian Iwanow, Helena Dudycz, Krzysztof Michalak
Required Quality of Service attributes in the context of various types of Web Services. FedCSIS (Communication Papers) (2022)
Krzysztof Michalak
Classifier-based evolutionary multiobjective optimization for the graph protection problem. Appl. Soft Comput. 131 (2022)
Krzysztof Michalak
Feasibility-Preserving Genetic Operators for Hybrid Algorithms using TSP solvers for the Inventory Routing Problem. KES (2021)
Adane Nega Tarekegn, Mario Giacobini, Krzysztof Michalak
A review of methods for imbalanced multi-label classification. Pattern Recognit. 118 (2021)
Krzysztof Michalak
Evolutionary Algorithm Using Random Immigrants for the Multiobjective Travelling Salesman Problem. KES (2021)
Krzysztof Michalak, Mario Giacobini
The influence of uncertainties on optimization of vaccinations on a network of animal movements. Soft Comput. 25 (6) (2021)
Krzysztof Michalak
Generating hard inventory routing problem instances using evolutionary algorithms. GECCO (2021)
Krzysztof Michalak, Mario Giacobini
The influence of uncertainties on optimization of vaccinations on a network of animal movements. GECCO Companion (2021)
Adane Nega Tarekegn, Krzysztof Michalak, Mario Giacobini
Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets. SN Comput. Sci. 1 (5) (2020)
Krzysztof Michalak
Evolutionary Graph-Based V+E Optimization for Protection Against Epidemics. PPSN (2) (2020)
Krzysztof Michalak
Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases. EvoApplications (2020)
Krzysztof Michalak
Low-Dimensional Euclidean Embedding for Visualization of Search Spaces in Combinatorial Optimization. IEEE Trans. Evol. Comput. 23 (2) (2019)
Krzysztof Michalak
Low-Dimensional euclidean embedding for visualization of search spaces in combinatorial optimization. GECCO (Companion) (2019)
Krzysztof Michalak
Solving the parameterless firefighter problem using multiobjective evolutionary algorithms. GECCO (Companion) (2019)
Piotr Lipinski, Krzysztof Michalak
Multidimensional time series feature engineering by hybrid evolutionary approach. GECCO (Companion) (2019)
Piotr Lipinski, Krzysztof Michalak
Deriving knowledge from local optima networks for evolutionary optimization in inventory routing problem. GECCO (Companion) (2019)
Krzysztof Michalak
Evolutionary optimization of epidemic control strategies for livestock disease prevention. GECCO (Companion) (2019)
Krzysztof Michalak
Surrogate-based optimization for reduction of contagion susceptibility in financial systems. GECCO (2019)
Krzysztof Michalak
Informed mutation operator using machine learning for optimization in epidemics prevention. GECCO (2018)
Krzysztof Michalak
ED-LS: a heuristic local search for the firefighter problem. GECCO (Companion) (2018)
Krzysztof Michalak
Crossover Operator Using Knowledge Transfer for the Firefighter Problem. IDEAL (1) (2018)
Piotr Lipinski, Krzysztof Michalak
An Evolutionary Algorithm with Practitioner's-Knowledge-Based Operators for the Inventory Routing Problem. EvoCOP (2018)
Krzysztof Michalak
Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic Risk. IDEAL (1) (2018)
Krzysztof Michalak
ED-LS - A heuristic local search for the multiobjective Firefighter Problem. Appl. Soft Comput. 59 (2017)
Krzysztof Michalak
Estimation of Distribution Algorithms for the Firefighter Problem. EvoCOP (2017)
Krzysztof Michalak
The MOEA/D algorithm with gaussian neighbourhoods for the multiobjective travelling salesman problem. GECCO (Companion) (2017)
Krzysztof Michalak
Simulation-based crossover for the firefighter problem. GECCO (2017)
Krzysztof Michalak
Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. GECCO (Companion) (2017)
Krzysztof Michalak
Reducing systemic risk in multiplex networks using evolutionary optimization. GECCO (Companion) (2017)
Krzysztof Michalak
Evolutionary algorithm with a directional local search for multiobjective optimization in combinatorial problems. Optim. Methods Softw. 31 (2) (2016)
Piotr Lipinski, Krzysztof Michalak, Adrian Lancucki
Improving Classification of Patterns in Ultra-High Frequency Time Series with Evolutionary Algorithms. GECCO (Companion) (2016)
Krzysztof Michalak
Sim-EDA: A Multipopulation Estimation of Distribution Algorithm Based on Problem Similarity. EvoCOP (2016)
Krzysztof Michalak, Joshua D. Knowles
Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting. EvoApplications (2) (2016)
Krzysztof Michalak, Adrian Lancucki, Piotr Lipinski
Multiobjective optimization of frequent pattern models in ultra-high frequency time series: Stability versus universality. CEC (2016)
Krzysztof Michalak
Using an outward selective pressure for improving the search quality of the MOEA/D algorithm. Comput. Optim. Appl. 61 (3) (2015)
Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski
Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics. GECCO (Companion) (2015)
Krzysztof Michalak
Improving the NSGA-II Performance with an External Population. IDEAL (2015)
Krzysztof Michalak
Selecting Best Investment Opportunities from Stock Portfolios Optimized by a Multiobjective Evolutionary Algorithm. GECCO (2015)
Krzysztof Michalak
Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem. IDEAL (2015)
Krzysztof Michalak
The Sim-EA Algorithm with Operator Autoadaptation for the Multiobjective Firefighter Problem. EvoCOP (2015)
Krzysztof Michalak
The effects of asymmetric neighborhood assignment in the MOEA/D algorithm. Appl. Soft Comput. 25 (2014)
Adrian Lancucki, Jan Chorowski, Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski
Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems. IDEAL (2014)
Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski
Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator. IDEAL (2014)
Krzysztof Michalak
Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem. IDEAL (2014)
Krzysztof Michalak
Analysis of Dynamic Properties of Stock Market Trading Experts Optimized with an Evolutionary Algorithm. EvoApplications (2014)
Krzysztof Michalak
Sim-EA: An Evolutionary Algorithm Based on Problem Similarity. IDEAL (2014)
Petr Hájek, Krzysztof Michalak
Feature selection in corporate credit rating prediction. Knowl. Based Syst. 51 (2013)
Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski
Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods. EvoApplications (2013)
Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski
Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds. AIMSA (2012)
Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems. HAIS (1) (2012)
Krzysztof Michalak, Halina Kwasnicka, Ewa Watorek, Marian Klinger
Selection of numerical and Nominal Features Based on Probabilistic Dependence between Features. Appl. Artif. Intell. 25 (8) (2011)
Patryk Filipiak, Krzysztof Michalak, Piotr Lipinski
Infeasibility Driven Evolutionary Algorithm with ARIMA-Based Prediction Mechanism. IDEAL (2011)
Krzysztof Michalak, Jerzy J. Korczak
Graph Mining Approach to Suspicious Transaction Detection. FedCSIS (2011)
Krzysztof Michalak, Feliks Jaroszyk
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. 6 (12-S) (2010)
Krzysztof Michalak, Feliks Jaroszyk
The use of the cubic interpolation for the analysis of the medium- and high-dimensional chaotic signals. Bio Algorithms Med Syst. 6 (12-S) (2010)
Krzysztof Michalak, Halina Kwasnicka
Correlation based feature selection method. Int. J. Bio Inspired Comput. 2 (5) (2010)
Krzysztof Michalak, Halina Kwasnicka
Influence of data dimensionality on the quality of forecasts given by a multilayer perceptron. Theor. Comput. Sci. 371 (1-2) (2007)
Krzysztof Michalak, Halina Kwasnicka
Correlation-based Feature Selection Strategy in Neural Classification. ISDA (1) (2006)
Krzysztof Michalak, Halina Kwasnicka
Correlation Dimension and the Quality of Forecasts Given by a Neural Network. CiE (2005)
Krzysztof Michalak, Rafal Raciborski
Dynamic Correlation Approach to Early Stopping in Artificial Neural Network Training. Macroeconomic Forecasting Example. ISDA (2005)