Sentence examples for with respect to computational efficiency from inspiring English sources

Our objectives were to suggest new methods to determine marker-specific shrinkage factors for heteroscedastic ridge regression and to investigate their properties with respect to computational efficiency and accuracy of estimated effects.

Our objectives were (1) to present novel heteroscedastic ridge regression approaches that improve existing approaches with respect to computational efficiency or accuracy of effect estimates and (2) to demonstrate their properties with computer simulations and with data sets of maize, wheat, and sugar beet.

Based on simple test problems, we evaluate the efficiency of each AD tool with respect to computational speed, accuracy of the adjoint, the efficiency of memory usage, and the capability of each AD tool to handle modern FORTRAN 90 95 elements such as structures and pointers, which are new elements that either combine groups of variables or provide aliases to memory addresses, respectively.

Therefore, we validate the superiority of our proposals with respect to computational complexity.

We first give the theorem with respect to computational complexity of the DTO-MROD as follows.

Unfortunately, the better performance brings also higher requirements with respect to computational complexity and memory access.

However, they differ greatly with respect to computational complexity.

This fully-coupled approach is very costly with respect to computational time.

Another issue is the current state of the art with respect to computational software and tools.

We show the benefits of our approach with respect to computational runtime and meaningful OTU assignments.

Each calculation step is not particularly demanding with respect to computational hardware.