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Equation 8 expressed the basic idea that with the constant iteration of Q-learning algorithm update, the choice of state action will increasingly depend on the accumulated experience rather than random to explore. 5. On reward R s, a), we consider the whole benefits of the configured femtocell k and the entire network.
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As a consequence, a combination of highly directed random searches to explore the n-dimensional variable space with the genetic algorithm and subsequent application of classical statistical experimental design is recommended for media development.
The synthesis problem is formulated as a mixed-integer nonlinear programming (MINLP) problem, which is solved by simulated annealing algorithm under a random procedure to explore the optimal operating parameters and the distillation sequence structure.
The main algorithm uses random walks to explore long range network structure, in a similar way as MCL clustering [ 9].
Small dissipation allows random walks to explore the nodes farther away from their origin, while large dissipation evaporates quickly most walks.
Because of this last characteristic of Pony elements and of their high mutational potential possibly enhanced by stress, Pony-based DArTs are ideal random markers to explore the genome of Ae. aegypti and search for genes conferring resistance to Bti.
This is an exploratory non-random study to explore the use of the PIPP tool within Humanitarian Mine Action and the sample size is small, therefore results are not representative of the landmine/UXO population.
Different sets of genetic variances and genetic correlations among the traits were explored, with initial values (t = 0) for each trait (α0, ξ0, β0), genetic variances for, and correlations among traits chosen at random to numerically explore the stability of the co-adaptation equilibrium for different genetic covariance matrices.
This suggests that such random heuristics need to explore a certain number of insertion positions on the current circuit, in order to achieve a better accuracy.
Firstly, cognitive population uses Gaussian and Levy flight random walk methods to explore the search space in the rough search behavior.
However, we observe a slow down when going towards 100% coverage because when most of the nodes are already visited, the token executing self-repelling random walk has to explore the graph to find the next unvisited node.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com