To solve the materials classification problem, we propose a fast, exhaustive approach.
This second class of methods differ with respect to knowledge-based expert systems in that (1) they are fast, exhaustive, deterministic, and automatic, and (2) there is no need for human intervention for the derivation of the strucutural alerts, although it might be required for their interpretation.
...The secretary cannot create a hard-and-fast, exhaustive list of illustrations on how the Title I state plan should read, and the secretary cannot offer "new, non-regulatory guidance" that "purports to be legally binding" (page 104)- hinting at Duncan's overreach with his No Child Left Behind (NCLB) waivers.
Using only a moderate amount of training data (less than 100 training queries), our deep RL-based optimizer can achieve plan costs within 2x of the optimal solution on all cost models that we considered, and it improves on the next best heuristic by up to 3x — all at a planning latency that is up to 10x faster than dynamic programs and 10,000x faster than exhaustive enumeration.
Pliatsika, V. & Rigoutsos, I. "Off-Spotter": very fast and exhaustive enumeration of genomic lookalikes for designing CRISPR/Cas guide RNAs.
We have developed "Off-Spotter", a very fast and exhaustive algorithmic solution to the off-target discovery problem.
This problem can be specified concisely as a partial differential equation (PDE), and rapidly solved numerically on a PC (typically a million times faster than exhaustive simulation).
Genetic algorithms are, in general, substantially faster than exhaustive search procedures.
In this sense, genetic algorithms are search-based algorithms that are much faster than exhaustive search procedures (Malhotra 2014).
After exhaustive research, I realized fasting quickly delivered results that would make me a better person.
