58 citations · 72 across the 6 of their papers we have counts for
6 papers
Evolutionary Computation as Natural Generative AI
Yaxin Shi, Abhishek Gupta, Ying Wu +7
Generative AI (GenAI) has achieved remarkable success across a range of domains, but its capabilities remain constrained to statistical models of finite training sets and learning…
Bursts and Triggers: Socially-Driven Activity in Open-Source Co-Editing Networks
Lisi Qarkaxhija, Maximilian Capraro, Stefan Menzel +2
The long-term sustainability of Open Source Software (OSS) communities depends on the activity of their developers, yet the social mechanisms driving this collective behavior remai…
Large Language and Text-to-3D Models for Engineering Design Optimization
Thiago Rios, Stefan Menzel, Bernhard Sendhoff
The current advances in generative AI for learning large neural network models with the capability to produce essays, images, music and even 3D assets from text prompts create oppo…
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives
Gan Ruan, Leandro L. Minku, Stefan Menzel +2
Different from most other dynamic multi-objective optimization problems (DMOPs), DMOPs with a changing number of objectives usually result in expansion or contraction of the Pareto…
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems
Hao Tong, Leandro L. Minku, Stefan Menzel +2
The capacitated arc routing problem (CARP) is a challenging combinatorial optimisation problem abstracted from many real-world applications, such as waste collection, road gritting…
A condition for the genotype-phenotype mapping: Causality
Bernhard Sendhoff, Martin Kreutz, Werner von Seelen
The appropriate choice of the genotype-phenotype mapping in combination with the mutation operator is important for a successful evolutionary search process. We suggest a measure t…