Sentence examples for very large scale problem from inspiring English sources

Computational experiments on 32 existing large scale benchmarks, as well as on 20 new very large scale problem instances, demonstrate that the proposed method is fast, competitive and able to find high-quality solutions for problem instances with up to 20,000 customers within reasonable CPU times.

The solver GPCVX supports sparse problems, but is not designed for very large scale problems.

A conventional approximate optimization technique may not be effective for this problem because it is a very large-scale problem.

The RBP in real-life is a very large-scale problem with billions of decision variables.

Prof Mike Kelly, director of the Centre for Public Health Excellence at NICE, said: "Type 2 diabetes is a very large-scale problem and it is important for people to know that it is preventable, and there are simple steps that can be taken to help reduce the risk of developing the disease.

Due to the randomness of virus binding to the host cells, the intracellular dynamics of individual cells show unique patterns, potentially leading to a very large scale stochastic problem.

Conjugate gradient methods are very efficient in solving large scale problem (2), if f is known, due to their simple iteration and their low memory requirements.

However as the problem dimension grows, high complexity algorithms can be very very slow for large scale problems because of too much computing time, while algorithms with lower complexity are more preferable.

However as the problem dimension grows, high complexity algorithms can be very very slow for large scale problems because of too much computing time, while algorithms with lower complexity are more preferable.  .

The developed solution method is specifically aimed at solving very large scale real-life vehicle routing problems.

We propose a heuristic approach, based on very large scale neighborhood search to tackle the problem, in which both ad hoc algorithms and general purpose solvers are applied to explore the search space.