For this purpose, a new algorithm, which considers both this problem landscape information and the performance histories of the operators, for dynamically selecting the most suitable differential evolution operator during the evolutionary process, is proposed.
The MtArt model of amino acid evolution [ 45] was selected as the most suitable model of evolution by ProtTest 2.4 [ 46] based on the Akaike information criterion (AIC).
The recognition that individual genes - even from a given genome - often had uncoupled evolutionary histories, at the very least for prokaryotes and for mobile elements, prompted questioning about whether a single (dominant/average or most corroborated) tree-like phylogenetic pattern was the most suitable representation of evolution [ 8- 21].
Longitudinal patient-centred case studies proved most suitable for exploring the evolution of complex needs and care situations in palliative and end-of-life care [ 17, 30, 31].
Clade support was determined using 1000 jackknife replicates with 10 random additions per iteration [ 51]. jModeltest2 was used to determine the most suitable model of molecular evolution for each gene partition under the Akaike Information Criterion (AIC) [ 52, 53].
MrModeltest [ 39] identified GTR + I, HKY + I + G and HKY + G as the most suitable models of sequence evolution for codon positions 1, 2 and 3. Data partitions were unlinked.
(i) Whole genome - The most suitable model of nucleotide evolution for the whole genome sequences was chosen using jModelTest 0.1.1 [ 40, 41] This model was coded in to MrBayes [ 42] to create a Bayesian tree, which was run with two chains for 4.1 million generations, sampling every 100 generations, and discarding 25% of the samples as burnin.
For maximum likelihood, neighbor-joining and Bayesian analyses, we determined the most suitable model of molecular evolution for each gene partition and the concatenated matrix using jModelTest 0.1.1 [ 44, 45] to test for a total of 24 models, following the Akaike Information Criterion AICCriterion AIC
The jModelTest version 0.1.1 [ 32, 33] was used to find the most suitable model for each gene evolution.
The Modeltest version 3.7 [ 13] was used with a model block implemented in PAUP 4.0d105 [ 32] to find the most suitable model for each gene evolution.
