Sentence examples for huge optimization from inspiring English sources

Therefore, an overall system optimization aiming at minimizing the iteration latency and the amount of memory redundancy at the same time could be pursued; however, due to the huge optimization space, this task is almost unfeasible and is not considered in this work.

The problem is multimodal and involves many binary variables, therefore a huge combinatorial optimization problem results.

What's more, the massive complex dependency and constraint relationships between features present another huge challenge for optimization.

As these SQL queries are applied on a per packet basis and due to huge data volumes2, the optimization of these queries is of primary importance.

It is worth mentioning that rule-based systems did not have much success in proteomics: There, it is apparent from the very beginning that, in view of the huge search space, only optimization- and combinatorics-based methods can be successful.

The results show that evolutionary algorithms are valuable tools for screening and optimization of huge search spaces and can be easily adapted to direct the search towards multiple objectives.

Although in the last years no significant improvements in energy savings were observed (just 0.2%% per year), the truth is that the vastness of the food industry makes it one of the areas with a huge potential for energy optimization [2], therefore justifying a greater attention.

However, in cases such as large-scale reanalysis studies, or optimization design of huge structure, computational cost can quickly become too time consuming.

A key feature of the proposed excitation controller is that it does not require online optimization and the huge computation burden is avoided.

Whereas heuristic algorithms when used as a stand-alone approach for optimization lead to huge computational effort since there is no predefined technique to apply constraints on transistor sizes in order to limit the design space for target specifications.

The stability of the closed-loop system is guaranteed by the control law which does not require on-line optimization and the huge calculation burden is avoided, besides, all input variables can be obtained locally.