Work

COCO: The Experimental Procedure

Year: 2016

Type: preprint

Abstract: We present a budget-free experimental setup and procedure for benchmarking numericaloptimization algorithms in a black-box scenario. This procedure can be applied with the COCO benchmarking platform. We describe initialization of and input to the algorithm and touch upon therelevance of termination and restarts.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.1603.08776

Authors: Hansen, Nikolaus, Tusar, Tea, Mersmann, Olaf, Auger, Anne, Brockhoff, Dimo

Institutions: Université Paris-Sud, Institut national de recherche en sciences et technologies du numérique, TU Dortmund University

Language: English

Topic: Metaheuristic Optimization Algorithms Research

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Agence Nationale de la Recherche

Awards: G6702880738, Analysis, Improvement and Evaluation of Numerical Black-Box Optimizers

OpenAlex ID: W2333127178

Cites: 7

Cited by: 71

Related to: 10