Adam P. Piotrowski

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 16

Top Topics

Differential Evolution

Population Size

Top Venues

Swarm Evol. Comput.

Artif. Intell. Rev.

Eng. Appl. Artif. Intell.

Publications

Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
To what extent evolutionary algorithms can benefit from a longer search? Inf. Sci. 654 (2024)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
How Much Do Swarm Intelligence and Evolutionary Algorithms Improve Over a Classical Heuristic From 1960? IEEE Access 11 (2023)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Senlin Zhu
Novel Air2water Model Variant for Lake Surface Temperature Modeling With Detailed Analysis of Calibration Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
Particle Swarm Optimization or Differential Evolution - A comparison. Eng. Appl. Artif. Intell. 121 (2023)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
Choice of benchmark optimization problems does matter. Swarm Evol. Comput. 83 (2023)
Adam P. Piotrowski, Agnieszka E. Piotrowska
Differential evolution and particle swarm optimization against COVID-19. Artif. Intell. Rev. 55 (3) (2022)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
Population size in Particle Swarm Optimization. Swarm Evol. Comput. 58 (2020)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski
Some metaheuristics should be simplified. Inf. Sci. 427 (2018)
Adam P. Piotrowski
L-SHADE optimization algorithms with population-wide inertia. Inf. Sci. 468 (2018)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski
Step-by-step improvement of JADE and SHADE-based algorithms: Success or failure? Swarm Evol. Comput. 43 (2018)
Adam P. Piotrowski
Across Neighborhood Search algorithm: A comprehensive analysis. Inf. Sci. 435 (2018)
Adam P. Piotrowski
Review of Differential Evolution population size. Swarm Evol. Comput. 32 (2017)
Adam P. Piotrowski, Maciej J. Napiorkowski, Jaroslaw J. Napiorkowski, Pawel M. Rowinski
Swarm Intelligence and Evolutionary Algorithms: Performance versus speed. Inf. Sci. 384 (2017)
Adam P. Piotrowski, Maciej J. Napiorkowski
May the same numerical optimizer be used when searching either for the best or for the worst solution to a real-world problem? Inf. Sci. 373 (2016)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski
Searching for structural bias in particle swarm optimization and differential evolution algorithms. Swarm Intell. 10 (4) (2016)
Adam P. Piotrowski
Regarding the rankings of optimization heuristics based on artificially-constructed benchmark functions. Inf. Sci. 297 (2015)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Pawel M. Rowinski
How novel is the "novel" black hole optimization approach? Inf. Sci. 267 (2014)
Adam P. Piotrowski
Differential Evolution algorithms applied to Neural Network training suffer from stagnation. Appl. Soft Comput. 21 (2014)
Adam P. Piotrowski, Marzena Osuch, Maciej J. Napiorkowski, Pawel M. Rowinski, Jaroslaw J. Napiorkowski
Comparing large number of metaheuristics for artificial neural networks training to predict water temperature in a natural river. Comput. Geosci. 64 (2014)
Adam P. Piotrowski
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators. Inf. Sci. 241 (2013)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Adam Kiczko
Differential Evolution algorithm with Separated Groups for multi-dimensional optimization problems. Eur. J. Oper. Res. 216 (1) (2012)
Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Adam Kiczko
Corrigendum to: "Differential evolution algorithm with separated groups for multi-dimensional optimization problems" [Eur. J. Oper. Res. 216 (2012) 33-46]. Eur. J. Oper. Res. 219 (2) (2012)
Adam P. Piotrowski, Pawel M. Rowinski, Jaroslaw J. Napiorkowski
Comparison of evolutionary computation techniques for noise injected neural network training to estimate longitudinal dispersion coefficients in rivers. Expert Syst. Appl. 39 (1) (2012)