Ant-Q is an algorithm belonging to the class of ant colony based methods, that is, of combinatorial optimization methods in which a set of simple agents, called ants, cooperate to find good solutions to combinatorial optimization problems. The main focus of this article is on the experimental ...
To calculate the feature’s importance, we follow the method called permutation feature importance algorithm73. Additionally, we use test datasets to calculate the feature importance as the performance of the DL model on the test dataset reflects its true performance. To calculate the importance of ...
However, accurately representing the Fermi-Hubbard ground state for large instances may be beyond the reach of near-term quantum hardware. Here we show experimentally that an efficient, low-depth variational quantum algorithm with few parameters can reproduce important qualitative features of medium-size...
An analysis of pseudo-randomness properties of subsequences of long M-sequences -sequences. The expressions display a systematic relationship between the moments and the characteristic polynomial or generating function. An algorithm fo... JH Lindholm - 《IEEE Transactions on Information Theory》 被引...
## jksTruststoreKey: "" ## @param tls.endpointIdentificationAlgorithm The endpoint identification algorithm to validate server hostname using server certificate ## Disable server host name verification by setting it to an empty string. ## ref: https://docs.confluent.io/current/kafka/authentication_...
Self-organizing genetic algorithm based tuning of PID controllers This paper proposes a self-organizing genetic algorithm (SOGA) with good global search properties and a high convergence speed. First, we introduce a new d... Jinhua,Zhang,and,... - 《Information Sciences》 被引量: 222发表: ...
A universal algorithm to generate pseudo-random numbers based on uniform mapping as homeomorphism can be applied to any chaotic system and can produce pseudo random sequence of high quality, thus can be a good universal pseudo random number generator... 王福来 - 《Chinese Physics B》 被引量: ...
We propose a quantum Monte Carlo (QMC) algorithm for non-equilibrium dynamics in a system with a parameter varying as a function of time. The method is bas... CW Liu,A Polkovnikov,AW Sandvik - 《Physical Review B Condensed Matter》 被引量: 20发表: 2013年 The Determination and Allocation...
We perform dimensionality reduction to visualize and validate alloy composition data. We use the machine learning algorithm called t-distributed stochastic neighbor embedding (t-SNE) to represent all composition data in two dimensions15. This technique is helpful for quantifying similarity between points ...
The report of LC–MS/MS analysis is reported in Additional material 2. Database searching Raw mass spectrometry data were processed into peak list files using Proteome Discoverer (Thermo Fisher Scientific; v2.1). Processed raw data were searched for using the Mascot search algorithm (v2.6; https...