2 papers
cs.LG2025
A Review on Single-Problem Multi-Attempt Heuristic Optimization
Judith Echevarrieta, Etor Arza, Aritz Pérez +1
In certain real-world optimization scenarios, practitioners are not interested in solving multiple problems but rather in finding the best solution to a single, specific problem. W…
cs.NE2023
Speeding-up Evolutionary Algorithms to solve Black-Box Optimization Problems
Judith Echevarrieta, Etor Arza, Aritz Pérez
Population-based evolutionary algorithms are often considered when approaching computationally expensive black-box optimization problems. They employ a selection mechanism to choos…