Sentence examples for by the optimization solver from inspiring English sources
The difference between the optimal market share obtained by the optimization solver and the best found solution obtained by the HCDFA in the 100 runs, in percentage, is given.
The last two columns show the CPU seconds by the optimization solver and HCDFA, respectively.
If any SLO violations occur, a list of these violations for all A applications should be returned by the optimization solver.
The solution time which is obtained by the optimization solver is too long in large-scale problems, but too short for the proposed algorithm even in large-scale problems.
The efficiency of the optimization solver is proven by several complex test problems.
On the other hand, the optimal solution quality which is obtained by HCDFA is good enough and has little difference with the optimization solver in large-scale problems.
Moreover, HCDFA is much faster than the optimization solver.
To resolve the remaining state inconsistency, we generate fault-tolerant schedules using the optimization solver.
HCDFA with 100 runs for each problem has been compared with the optimization solver solution.
The two algorithms are compared to a closely related LP-based method taken from the literature and to the one employed by the global optimization solver BARON.
Two approaches are adopted to find out the budget allocation strategy: one is solving the entire optimality conditions in (11) by optimization solver LINGO; the other is iteratively adjusting total budget among different users based on whether their power demands are satisfied or not.
