Best practices for comparing optimization algorithms

Comparing, or benchmarking, of optimization algorithms is a complicated task that involves many subtle considerations to yield a fair and unbiased evaluation. In this paper, we systematically review the benchmarking process of optimization algorithms, and discuss the challenges of fair comparison. W...

Full description

Bibliographic Details

Published in:	arXiv.org
Main Authors:	Beiranvand, Vahid, Hare, Warren, Lucet, Yves
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 24.09.2017
Subjects:	Algorithms Benchmarks Optimization Optimization algorithms
ISSN:	2331-8422
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!