Table 1 Computed values of functions with the proposed CRNs compared to their exact values.
From: Computing Mathematical Functions using DNA via Fractional Coding
Function | x = 0 | x = 0.1 | x = 0.2 | x = 0.3 | x = 0.4 | x = 0.5 | x = 0.6 | x = 0.7 | x = 0.8 | x = 0.9 | x = 1 | MSE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
e − x | computed | 0.9568 | 0.8770 | 0.7975 | 0.7228 | 0.6609 | 0.5951 | 0.5295 | 0.4772 | 0.4300 | 0.3872 | 0.3482 | 5.02 × 10−4 |
exact | 1 | 0.9048 | 0.8187 | 0.7408 | 0.6703 | 0.6065 | 0.5488 | 0.4966 | 0.4493 | 0.4066 | 0.3679 | ||
sin(x) | computed | 0 | 0.1045 | 0.2062 | 0.3043 | 0.3970 | 0.4833 | 0.5570 | 0.6261 | 0.6844 | 0.7460 | 0.7967 | 4.63×10−4 |
exact | 0 | 0.0998 | 0.1986 | 0.2955 | 0.3894 | 0.4794 | 0.5646 | 0.64421 | 0.7173 | 0.7833 | 0.8414 | ||
cos(x) | computed | 0.9728 | 0.9757 | 0.9641 | 0.9407 | 0.9129 | 0.8671 | 0.8071 | 0.7461 | 0.6778 | 0.6029 | 0.5221 | 3.16 × 10−4 |
exact | 1 | 0.9950 | 0.9800 | 0.9553 | 0.9210 | 0.8775 | 0.8253 | 0.7648 | 0.6967 | 0.6216 | 0.5403 | ||
log(1 + x) | computed | 0.0090 | 0.0985 | 0.1868 | 0.2675 | 0.3410 | 0.4075 | 0.4660 | 0.5212 | 0.5707 | 0.6217 | 0.6699 | 1.8 × 10−4 |
exact | 0 | 0.0953 | 0.1823 | 0.2623 | 0.3364 | 0.4054 | 0.4700 | 0.5306 | 0.5877 | 0.6418 | 0.6931 | ||
tanh(x) | computed | 0 | 0.0935 | 0.1883 | 0.2823 | 0.3701 | 0.4574 | 0.5277 | 0.5826 | 0.6246 | 0.6682 | 0.7038 | 7.35 × 10−4 |
exact | 0 | 0.0996 | 0.1973 | 0.2913 | 0.3799 | 0.4621 | 0.5370 | 0.6043 | 0.6640 | 0.7162 | 0.7615 | ||
sigmoid(x) | computed | 0.5196 | 0.5453 | 0.5657 | 0.5878 | 0.6068 | 0.6212 | 0.6366 | 0.6570 | 0.6721 | 0.6906 | 0.7084 | 2.5 × 10−4 |
exact | 0.5000 | 0.5250 | 0.5498 | 0.5744 | 0.5987 | 0.6225 | 0.6457 | 0.6682 | 0.6900 | 0.7109 | 0.7311 | ||
\(\frac{sin(\pi x)}{\pi }\) | computed | 0 | 0.0984 | 0.1871 | 0.2574 | 0.3023 | 0.3176 | 0.3016 | 0.2565 | 0.1931 | 0.1329 | 0.0899 | 8.48 × 10−4 |
exact | 0 | 0.0984 | 0.1871 | 0.2576 | 0.3027 | 0.3183 | 0.3027 | 0.2575 | 0.1871 | 0.0984 | 0 | ||
\(\frac{cos(\pi x)}{5.9348}\) | computed | 0.1685 | 0.1602 | 0.1363 | 0.0991 | 0.0527 | 0.0030 | −0.0429 | −0.07729 | −0.0921 | −0.0852 | −0.0673 | 1.67 × 10−3 |
exact | 0.1685 | 0.1603 | 0.1363 | 0.0990 | 0.0521 | 0 | −0.0521 | −0.0990 | −0.1363 | −0.1603 | −0.1685 |