Local optima networks for assisted seismic history matching problems

P Mitchell, G Ochoa, Y Lavinas… - … Conference on the …, 2023 - Springer
Despite over twenty years of research and application, assisted seismic history matching
(ASHM) remains a challenging problem for the energy industry. ASHM attempts to optimise …

Generative art via grammatical evolution

EM Fredericks, AC Diller… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Generative art produces artistic output via algorithmic design. Common examples include
flow fields, particle motion, and mathematical formula visualization. Typically an art piece is …

Evolving Graphs with Cartesian Genetic Programming with Lexicase Selection

Y Lavinas, K Cortacero, S Cussat-Blanc - Proceedings of the Companion …, 2023 - dl.acm.org
The automatic construction of an image filter is a difficult task for which many recent machine-
learning methods have been proposed. Cartesian Genetic Programming (CGP) has been …

GenerativeGI: creating generative art with genetic improvement

EM Fredericks, JM Moore, AC Diller - Automated Software Engineering, 2024 - Springer
Generative art is a domain in which artistic output is created via a procedure or heuristic that
may result in digital and/or physical results. A generative artist will typically act as a domain …

Extending Lexicase DE for a Multi-Niche Constraint Satisfaction Industrial Design Problem

T Fukase, Y Kobayashi… - 2024 IEEE Congress on …, 2024 - ieeexplore.ieee.org
Multi-Niche Constraint Satisfaction problems are common in applications of evolutionary
computation for industrial design, where the optimization algorithm is used as a preparatory …

Fitness Agnostic Adaptive Sampling Lexicase Selection

JM Moore, A Stanton - ALIFE 2023: Ghost in the Machine …, 2023 - direct.mit.edu
Lexicase selection is an effective many-objective evolutionary algorithm across many
problem domains. Lexicase can be computationally expensive, especially in areas like …

[PDF][PDF] Adaptive Transfer of Genetic Knowledge in Evolutionary Optimization and Program Synthesis

何以凡, カイハン - 2023 - tsukuba.repo.nii.ac.jp
A characteristic of human learning is the ability to obtain knowledge from tasks solved in the
past and apply the obtained knowledge when solving tasks in the future. The learning …