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Table 1 The values of the measure ms, which describe the relations between the SGC and the theoretical optimized codes obtained in the single-objective optimization algorithm under the BS and US models of the genetic code

From: The optimality of the standard genetic code assessed by an eight-objective evolutionary algorithm

Model

Objective

mS [%]

BS

BIOV

16.16

BLAM

57.47

CEDJ

26.75

LIFS

30.30

MAXF

43.28

MYIS

14.32

NAKH

32.34

TSAJ

31.63

US

BIOV

12.18

BLAM

11.72

CEDJ

13.37

LIFS

15.48

MAXF

18.02

MYIS

13.29

NAKH

15.82

TSAJ

11.97

  1. The same eight objectives were also used in the multi-objective optimization (Table 2). Values lower than 50% indicate that the SGC is closer to the theoretical code minimizing the costs in amino acid replacements rather than to the codes maximizing them. The objectives represent the following amino acid properties: BLAM - electric properties, BIOV - hydrophobicity, MAXF - alpha and turn propensities, TSAJ - physicochemical properties, NAKH - residue propensity, CEDJ - composition, LIFS - beta propensity and MIYS - intrinsic propensities