A certain system containing ANN has two inputs $(0\mathrm{.}4$ and $0\mathrm{.}35)$ in input layer, two nodes in hidden layer $($N$1,0$ and N$1,1)$ and one node in output layer $($N$2\mathrm{.}0)$ inputs are connected to hidden laver nodes with weights that ranges from $0\mathrm{.}1$ to $0\mathrm{.}9$ inclusive $([0\mathrm{.}1\mathrm{.}0\mathrm{.}9]).$ Hidden layer nodes are connected with output layer node with weights that ranges from $0\mathrm{.}2$ to $08$ inclusive $([0\mathrm{.}2\mathrm{.}0\mathrm{.}8]).$ Assume that sigmoid function formula f$($x$)=1\mathrm{.}0/(1\mathrm{.}0-$ exp$(-$x$))$ has been used$(1)$ Evaluate all the weights to be used in this network if the goal is to have the smallest value as the output of the system. Assume that all the weights are multiples of $0\mathrm{.}1$ and one value of weight may be used several times. $(1$ Marks$)($II$)$ Calculate the final output of the system based on the weights obtained in $($i$).(1$ Marks$)($iii$)$ Repeat process $(1)$ and $($ii$),$ this time assume that all the weights are multiples of $0\mathrm{.}1$ and one value of weight is only used once$(1\mathrm{.}5$ Marks$)($iv$)$ Comments