Author

I. Carvalho

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Open access Aug 2026

A robust experimental evaluation of the co-evolutionary islands model

The island model is a common framework for parallel and distributed evolutionary algorithms. This framework that is closely connected to memetic computing, since it studies how multiple search processes with different operators exchange information, preserve diversity, and collectively improve candidate solutions. In t...

Caio E. Marcondes, G. A. Gouveia, G. M. Costa et al. · Memetic Computing · 0 citations

Open access 2026

Collection: Benchmark Datasets for the Evaluation of Data Imputation Algorithms

Complete and labeled datasets were gathered from the web and processed to simulate missing completely at random (MCAR) and missing at random (MAR) missingness mechanisms, which are inspired by common missing-data patterns. From the original 12 datasets, we generated 2400 benchmark datasets with missing data using the M...

Alice B. Nogueira, I. Carvalho · IEEE Data Descriptions · 0 citations