Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-020-01860-8
Abstract: The Distributed Pseudo-tree Optimization Procedure (DPOP) is a well-known message passing algorithm that provides optimal solutions to Distributed Constraint Optimization Problems (DCOPs) in cooperative multi-agent systems. However, the traditional DCOP formulation does not consider constraints… read more here.
Keywords: tree optimization; cross edge; distributed pseudo; optimization ... See more keywords
matOptimize: a parallel tree optimization method enables online phylogenetics for SARS-CoV-2
Sign Up to like & getrecommendations! Published in 2022 at "Bioinformatics"
DOI: 10.1101/2022.01.12.475688
Abstract: Phylogenetic tree optimization is necessary for precise analysis of evolutionary and transmission dynamics, but existing tools are inadequate for handling the scale and pace of data produced during the COVID-19 pandemic. One transformative approach, online… read more here.
Keywords: online phylogenetics; tree optimization; phylogenetic tree; optimization ... See more keywords