On adaptive specialisation in genetic improvement - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2019

On adaptive specialisation in genetic improvement

Résumé

Genetic improvement uses automated search to find improved versions of existing software. Software can either be evolved with general-purpose intentions or with a focus on a specific application (e.g., to improve it's efficiency for a particular class of problems). Unfortunately, software specialisation to each problem application is generally performed independently, fragmenting and slowing down an already very time-consuming search process. We propose to incorporate specialisation as an online mechanism of the general search process, in an attempt to automatically devise application classes, by benefiting from past execution history. CCS CONCEPTS • Software and its engineering → Search-based software engineering.
Fichier principal
Vignette du fichier
blot_gi-gecco_2019.pdf (542.63 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04215755 , version 1 (22-09-2023)

Identifiants

Citer

Aymeric Blot, Justyna Petke. On adaptive specialisation in genetic improvement. GECCO '19: Genetic and Evolutionary Computation Conference, Jul 2019, Prague Czech Republic, France. pp.1703-1704, ⟨10.1145/3319619.3326839⟩. ⟨hal-04215755⟩
2 Consultations
9 Téléchargements

Altmetric

Partager

Gmail Mastodon Facebook X LinkedIn More