In many scenarios of black-box optimization, evaluating the objective function values solutions is expensive, while comparing a pair relatively cheap, which yields dueling optimization. The side effect optimization that it doubles dimension solution space and exacerbates dimensionality scalability issue e.g., Bayesian To address this issue, existing methods fix one when throughout process, but ...

The genome of higher eukaryotes consists of genes having a widely heterogeneous base composition at the third codon position. Ubiquitous variability of the DNA base composition has the following two aspects: intragenomic heterogeneity of the G+C content and the amino-acid-specific translation-coupled biases from the Parity Rule 2 (PR2). PR2 is an intrastrand rule where A = T and G = C are expec...

Synonymous codon usage of 53 protein coding genes in chloroplast genome of Coffea arabica was analyzed for the first time to find out the possible factors contributing codon bias. All preferred synonymous codons were found to use A/T ending codons as chloroplast genomes are rich in AT. No difference in preference for preferred codons was observed in any of the two strands, viz., leading and lag...

Context-dependent codon bias and its relationship with messenger RNA (mRNA) longevity was examined in 4,648 mRNA transcripts of the Saccharomyces cerevisiae transcriptome for which mRNA half-lives have been empirically determined. Surprisingly, rare codon usage (codons used <13 times per 1,000 codons in the genome) increased with mRNA half-life. However, it is shown that this pattern was not du...

Adenine nucleotides have been found to appear preferentially in the regions after the initiation codons or before the termination codons of bacterial genes. Our previous experiments showed that AAA and AAT, the two most frequent second codons in Escherichia coli, significantly enhance translation efficiency. To determine whether such a characteristic feature of base frequencies exists in eukary...

The codon preference plot is useful for locating genes in sequenced DNA, predicting the relative level of their expression and for detecting DNA sequencing errors resulting in the insertion or deletion of bases within a coding sequence. The three possible reading frames are displayed in parallel along with the open reading frames and plots of the location of rare codons in each reading frame.

In a wide range of genomes, it was observed that the usage of synonymous codons is biased toward specific codons and codon patterns. Factors that are implicated in the selection for codon usage include facilitation of fast and accurate translation. There are two types of translational errors: missense errors and processivity errors. There is considerable evidence in support of the hypothesis th...