The algorithm works because, for a large sample of initial random matrices Q', one observes c values (for the founder matrices Q) across the entire range [0, 1].
To avoid the possibility that the search for the optimum value of the parameters finishes in a local minimum, we use a multi-starting technique that initializes the NN several times for different initial random values, trains the network and chooses the one with the best result on the validation set.
"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.
The four runs (Case 1) illustrated were all conducted using the same initial population, i.e., the trends all begin with the optimum for an initial random sample population at the left side of the graph.
Use of node mobility in mobile sensor networks for relocation after initial random placement was previously suggested in [11, 12].
For a given initial (random) ordering, we construct a space-time expression plot, also known as a kymograph, where the x axis represents the position along the vertebrate axis, the y axis represents a proxy for time and intensity levels are represented by colour.
For each scheme, we perform three runs, changing the initial random seed for generating the initial conditions of the Plummer model.
As expected from our preliminary results, the use of an initial random vector for each experiment and not for each organism resulted in clear differences with the results encountered by Wilke et al. [ 22].
The evolutionary algorithm starts with an initial random topology, for which control volumes are repositioned based on temperature and heat flux information in order to minimize the hot spot temperature.
METHODS: We screened patients for diabetes by using an initial random Hemoglobin A1c (HbA1c) measurement, and then obtaining follow-up fasting plasma glucose (FPG) for all subjects with HbA1c > or =6.0%.
