Publication Details
General Boolean Function Benchmark Suite
Vašíček Zdeněk, doc. Ing., Ph.D. (DCSY FIT BUT)
Husa Jakub, Ing., Ph.D. (DCSY FIT BUT)
Vermetten Diederick (Leiden University)
Ye Furong (Leiden University)
Thomas Bäck (Leiden University)
genetic programming, logic synthesis, benchmark
Just over a decade ago, the first comprehensive review on the state of benchmarking in Genetic Programming (GP) analyzed the mismatch between the problems that are used to test the performance of GP systems and real-world problems. Since then, several benchmark suites in major GP problem domains have been proposed over time, filling some of the major gaps. In the framework of the first review about the state of benchmarking in GP, logic synthesis (LS) was classified as one of the major GP problem domains. However, a diverse and accessible benchmark suite for LS is still missing. In this work, we propose a benchmark suite for LS that covers different types of Boolean functions that are commonly used in the field of GP. We analyze the complexity of the proposed benchmark by using popular complexity measures that are commonly used to classify and characterize Boolean functions and digital circuits.
@INPROCEEDINGS{FITPUB13004,
author = "Roman Kalkreuth and Zden\v{e}k Va\v{s}\'{i}\v{c}ek and Jakub Husa and Diederick Vermetten and Furong Ye and B{\"{a}}ck Thomas",
title = "General Boolean Function Benchmark Suite",
pages = "84--95",
booktitle = "FOGA 2023 - Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms",
year = 2023,
location = "Potsdam, DE",
publisher = "Association for Computing Machinery",
ISBN = "979-8-4007-0202-0",
doi = "10.1145/3594805.3607131",
language = "english",
url = "https://www.fit.vut.cz/research/publication/13004"
}