Sentence examples similar to large scale global problem from inspiring English sources

There is now widespread acknowledgment that a large-scale, global problem of forced labor and sexual slavery exists.

The key merits of ADMM is its ability to split or decouple multiple variables in optimization problems, which enables one to find a solution to a large-scale global optimization problem by coordinating solutions to smaller sub-problems.

The comparison results between EADE and EADE* and the other four state-of-art DE-based algorithms that were all tested on this test suite on the IEEE congress on Evolutionary competition in 2008 and 2010 indicate that the proposed algorithm and its version are highly competitive algorithms for solving large-scale global optimization problem.

The experimental results show that EADE is very competitive algorithm for solving large-scale global optimization problems.

Overall, from the above results, comparisons, and discussion, the proposed EADE algorithm is of better searching quality, efficiency, and robustness for solving unconstrained large-scale global optimization problems.

The experimental results indicate that the proposed algorithm and its two versions are highly competitive algorithms for solving large-scale global optimization problems.

The comparison results between EADE and its version and the other state-of-art algorithms that were all tested on these test suites indicate that the proposed algorithm and its version are highly competitive algorithms for solving large-scale global optimization problems.

The experimental results and comparisons showed that the EADE and EADE* algorithms performed better in large-scale global optimization problems with different types and complexity; they performed better with regard to the search process efficiency, the final solution quality, the convergence rate, and robustness, when compared with other algorithms.

This confirms the validity of the proposed approach for large-scale global optimization problems.

The proposed algorithm is tested using one set of benchmark function each from large-scale global optimization (LSGO) problem as well as parameter estimation problem.

The intrinsic BNGA attributes, combined with the presented results, suggest that BNGA should also be efficient over large-scale global optimization (LSGO) problems.