Sentence examples for complexity of the instance from inspiring English sources

Given the computational complexity of the instance addressed, similar or higher versions of it could be solved using another class of algorithms such as Traveling Salesman, Dendrite, the Ant Colony Algorithm, the Chinese Postman Problem, Hamiltonian Cycle, Longest Path Problem, Optimization, Plateau's Problem, Road Coloring Problem, Constants and others.

Future work will be devoted to testing the model on a larger set of instances and on additional periods of weeks, using advanced heuristics and metaheuristics methods to deal with the increasing complexity of the instances [ 42– 42].

The improvement tends to raise as the complexity of the analyzed instance increases.

One is the complexity of the case.

Also, in order to determine computational complexity of the algorithm, 15 instance problems are solved ranging from 10 to 100 trains which the produced results are illustrated in Figure 1.

As such, until the technology surrounding computational resources improves, other methods must be found to exploit the power of the correlation network by reducing the size and complexity of the problem (for instance, by network filtering, which looks to graph theoretic properties to reduce edge and node count [ 25]).

Considering the similar complexity of, for instance, yeast, a systems biology analysis of the synapse seems feasible.

Considering the complexity of earthquake preparation for instance, the segmentation of earthquake faults this average misses some important information of stress variation, if the assumption holds that AMR is related to the pre-shock stress evolution.

It integrates the compositional complexity of motif instances into the function.

It is well known that in supervised learning, active learning could effectively decrease the complexity of training instances without obvious loss of the classification performance.

In this section, we describe five measures that examine the shape of the class boundary to estimate the complexity of separating instances of different classes.