RT info:eu-repo/semantics/article
T1 DIGNEA: A tool to generate diverse and discriminatory instance suites for optimisation domains
A1 León Hernández, Coromoto
A1 Segredo González, Eduardo Manuel
A1 Marrero, Alejandro
A1 Hart, Emma
K1 Instance generation
K1 Novelty search
K1 Evolutionary algorithm
K1 Optimisation
K1 Knapsack problem
AB To advance research in the development of optimisation algorithms, it is crucial to have access to large test-beds of diverse and discriminatory instances from a domain that can highlight strengths and weaknesses of different algorithms. The DIGNEA tool enables diverse instance suites to be generated for any domain, that are also discriminatory with respect to a set of solvers of the user choice. Written in C++, and delivered as a repository and as a Docker image, its modular and template-based design enables it to be easily adapted to multiple domains and types of solvers with minimal effort. This paper exemplifies how to generate instances for the Knapsack Problem domain.
SN 2352-7110
YR 2023
FD 2023
LK http://riull.ull.es/xmlui/handle/915/36267
UL http://riull.ull.es/xmlui/handle/915/36267
LA en
DS Repositorio institucional de la Universidad de La Laguna
RD 21-dic-2024