Differential Evolution algorithm with Separated Groups for multi-dimensional optimization problems. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Adam Kiczko (Eur. J. Oper. Res., 2012)

Corrigendum to: "Differential evolution algorithm with separated groups for multi-dimensional optimization problems" [Eur. J. Oper. Res. 216 (2012) 33-46]. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Adam Kiczko (Eur. J. Oper. Res., 2012)

Comparison of evolutionary computation techniques for noise injected neural network training to estimate longitudinal dispersion coefficients in rivers. - Adam P. Piotrowski; Pawel M. Rowinski; Jaroslaw J. Napiorkowski (Expert Syst. Appl., 2012)

Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators. - Adam P. Piotrowski (Inf. Sci., 2013)

Differential Evolution algorithms applied to Neural Network training suffer from stagnation. - Adam P. Piotrowski (Appl. Soft Comput., 2014)

Comparing large number of metaheuristics for artificial neural networks training to predict water temperature in a natural river. - Adam P. Piotrowski; Marzena Osuch; Maciej J. Napiorkowski; Pawel M. Rowinski; Jaroslaw J. Napiorkowski (Comput. Geosci., 2014)

How novel is the "novel" black hole optimization approach? - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Pawel M. Rowinski (Inf. Sci., 2014)

Regarding the rankings of optimization heuristics based on artificially-constructed benchmark functions. - Adam P. Piotrowski (Inf. Sci., 2015)

May the same numerical optimizer be used when searching either for the best or for the worst solution to a real-world problem? - Adam P. Piotrowski; Maciej J. Napiorkowski (Inf. Sci., 2016)

Searching for structural bias in particle swarm optimization and differential evolution algorithms. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski (Swarm Intell., 2016)

Swarm Intelligence and Evolutionary Algorithms: Performance versus speed. - Adam P. Piotrowski; Maciej J. Napiorkowski; Jaroslaw J. Napiorkowski; Pawel M. Rowinski (Inf. Sci., 2017)

Review of Differential Evolution population size. - Adam P. Piotrowski (Swarm Evol. Comput., 2017)

Across Neighborhood Search algorithm: A comprehensive analysis. - Adam P. Piotrowski (Inf. Sci., 2018)

L-SHADE optimization algorithms with population-wide inertia. - Adam P. Piotrowski (Inf. Sci., 2018)

Some metaheuristics should be simplified. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski (Inf. Sci., 2018)

Step-by-step improvement of JADE and SHADE-based algorithms: Success or failure? - Adam P. Piotrowski; Jaroslaw J. Napiorkowski (Swarm Evol. Comput., 2018)

Population size in Particle Swarm Optimization. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (Swarm Evol. Comput., 2020)

Differential evolution and particle swarm optimization against COVID-19. - Adam P. Piotrowski; Agnieszka E. Piotrowska (Artif. Intell. Rev., 2022)

How Much Do Swarm Intelligence and Evolutionary Algorithms Improve Over a Classical Heuristic From 1960? - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (IEEE Access, 2023)

Novel Air2water Model Variant for Lake Surface Temperature Modeling With Detailed Analysis of Calibration Methods. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Senlin Zhu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Particle Swarm Optimization or Differential Evolution - A comparison. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (Eng. Appl. Artif. Intell., 2023)

Choice of benchmark optimization problems does matter. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (Swarm Evol. Comput., 2023)

To what extent evolutionary algorithms can benefit from a longer search? - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (Inf. Sci., 2024)

Metaheuristics should be tested on large benchmark set with various numbers of function evaluations. - Adam P. Piotrowski; Jaroslaw J. Napiorkowski; Agnieszka E. Piotrowska (Swarm Evol. Comput., 2025)