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A high affinity aptamer was successfully selected from the initial random DNA pool, and its secondary structure was also investigated.
"Except for the initial random language given to the first subject, there was no alien language, only the contributions of each individual, which were culturally transmitted from generation to generation," Ms. Kenneally writes.
As expected, the average fitness of the initial random seed population is low, with the majority of individuals corresponding to non-lasing or CW states and fittest individuals resulting in Q-switched operation.
The results on the mathematical functions show that the SSA algorithm is able to improve the initial random solutions effectively and converge towards the optimum.
The unusual conditions for crystallisation used gave the polymer molecules a severe limitation to rearrange from the initial random coil state.
In AlphaGo the initial random rollout strategy is learned via supervised deep learning on a dataset of human expert games, and the value function is learned (online, with MCTS guiding the search) via convolutional neural networks (in some sense this corresponds to a very natural inductive bias for this game).
Numerical simulations indicate that both 〈111〉{110} + 〈111〉{112} and 〈100〉{011} slip systems produce a reasonably strong texture, while 〈100〉{001} induces no texture over the initial random configuration.
Although the coefficient of variation (COV) of this dispersion is smaller than the COV of the initial random cracks, it may be of concern to designers, as the life period of the design may change by a factor of more than 3.
The value x 0 denotes the initial random state.
where ϕ i is the initial random phase of the ith symbol.
This is due to the initial random distribution of seeds highlighting different neighbourhoods every model run.
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