3 citations · 6 across the 5 of their papers we have counts for
5 papers
On the Robustness of Lexicase Selection to Contradictory Objectives
Shakiba Shahbandegan, Emily Dolson
Lexicase and epsilon-lexicase selection are state of the art parent selection techniques for problems featuring multiple selection criteria. Originally, lexicase selection was deve…
Analysis of Phylogeny Tracking Algorithms for Serial and Multiprocess Applications
Matthew Andres Moreno, Santiago Rodriguez Papa, Emily Dolson
Since the advent of modern bioinformatics, the challenging, multifaceted problem of reconstructing phylogenetic history from biological sequences has hatched perennial statistical…
Algorithms for Efficient, Compact Online Data Stream Curation
Matthew Andres Moreno, Santiago Rodriguez Papa, Emily Dolson
Data stream algorithms tackle operations on high-volume sequences of read-once data items. Data stream scenarios include inherently real-time systems like sensor networks and finan…
Runtime phylogenetic analysis enables extreme subsampling for test-based problems
Alexander Lalejini, Marcos Sanson, Jack Garbus +2
A phylogeny describes the evolutionary history of an evolving population. Evolutionary search algorithms can perfectly track the ancestry of candidate solutions, illuminating a pop…
Phylogeny-informed fitness estimation
Alexander Lalejini, Matthew Andres Moreno, Jose Guadalupe Hernandez +1
Phylogenies (ancestry trees) depict the evolutionary history of an evolving population. In evolutionary computing, a phylogeny can reveal how an evolutionary algorithm steers a pop…