Sentence examples for methods that optimize from inspiring English sources

GAs and PSO are both methods that optimize the optimization criterion using exploration and exploitation schemes.

Therefore, content providers need new cost-efficient methods that optimize network resource reservations.

These constraints must be balanced against a need to improve scientific credibility through improved statistical and analytical methods that optimize the use of available information.

Disparities are evaluated for each pixel individually and independently (i.e., local), as opposed to the global methods that optimize the disparities across the full image or a larger neighborhood.

A potential concern regarding methods that optimize a joint reconciliation-sequence score is that we may overfit the species tree.

The former methods are generative models that capture the uncertainty in data using probabilistic languages, while the latter are discriminative methods that optimize specifically for the classification results.

This paper discusses a structural optimization method that optimizes shape and topology based on the phase field method.

Nelder Mead simplex method (NM), originally developed in deterministic optimization, is an efficient direct search method that optimizes the response function merely by comparing function values.

The optimization devices include an object home migration method that optimizes the single-writer access pattern, synchronized method migration that allows the execution of a synchronized method to take place remotely at the home node of its locked object, and connectivity-based object pushing that uses object connectivity information to optimize the producer consumer access pattern.

A cost design parameter method that optimizes cost and design characteristics simultaneously during product development is presented.

Overall, HierSymNMF2 is an effective community detection method that optimizes the average normalized cut very well, although it is not the fastest method.