Addressing the Algorithm Selection Problem through an Attention-Based Meta-Learner Approach

In the algorithm selection problem, where the task is to identify the most suitable solving technique for a particular situation, most methods used as performance mapping mechanisms have been relatively simple models such as logistic regression or neural networks. In the latter case, most implementa...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Applied sciences Jg. 13; H. 7; S. 4601
Hauptverfasser:	Díaz de León-Hicks, Enrique, Conant-Pablos, Santiago Enrique, Ortiz-Bayliss, José Carlos, Terashima-Marín, Hugo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.04.2023
Schlagworte:	Algorithms Analysis attention mechanism combinatorial optimization Heuristic Machine learning meta-learning neural network Neural networks offline algorithm selection Optimization Traveling salesman problem vehicle routing problem with time windows
ISSN:	2076-3417, 2076-3417
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!