Search Results for author:
Found 8 papers, 2 papers with code
Trackable Agent-based Evolution Models at Wafer Scale
Continuing improvements in computing hardware are poised to transform capabilities for in silico modeling of cross-scale phenomena underlying major open questions in evolutionary biology and artificial life, such as transitions in individuality, eco-evolutionary dynamics, and rare evolutionary events.
Methods to Estimate Cryptic Sequence Complexity
Complexity is a signature quality of interest in artificial life systems.
Runtime phylogenetic analysis enables extreme subsampling for test-based problems
We introduce phylogeny-informed subsampling, a new class of subsampling methods that exploit runtime phylogenetic analyses for solving test-based problems.
Phylogeny-informed fitness estimation
Thus far, phylogenetic analyses have primarily been applied as post-hoc analyses used to deepen our understanding of existing evolutionary algorithms.
Matchmaker, Matchmaker, Make Me a Match: Geometric, Variational, and Evolutionary Implications of Criteria for Tag Affinity
Genetic programming and artificial life systems commonly employ tag-matching schemes to determine interactions between model components.
SignalGP-Lite: Event Driven Genetic Programming Library for Large-Scale Artificial Life Applications
Event-driven genetic programming representations have been shown to outperform traditional imperative representations on interaction-intensive problems.
Exploring Evolved Multicellular Life Histories in a Open-Ended Digital Evolution System
These digital cells were allowed to form and replicate kin groups by selectively adjoining or expelling daughter cells.
Tag-based regulation of modules in genetic programming improves context-dependent problem solving
We demonstrate the functionality of tag-based regulation on a range of program synthesis problems.
