Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features

Prager Patrick Raphael , Dietrich Konstantin , Schneider Lennart , Schäpermeier Lennart , Bischl Bernd , Kerschke Pascal , Trautmann Heike , Mersmann Olaf


Keywords
Exploratory Landscape Analysis; Benchmarking; Instance Generator; Black-Box Continuous Optimization; Neural Networks



Publication type
Research article in proceedings (conference)

Peer reviewed
Yes

Publication status
Published

Year
2023

Conference
17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms

Venue
Potsdam

Book title
FOGA '23: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms

Editor
Chicano, Francisco; Friedrich, Tobias; Kötzing, Timo; Rothlauf, Franz

Start page
129

End page
139

Publisher
ACM Press

Place
online

DOI

Full text