This contribution shows artificial neural network (ANN) approach in system identification and control of the continuous flow stirred tank reactor (CSTR). The internal model control (IMC) strategy was used. Some simulation results are includeddoi:10.1016/S1474-6670(17...
In recent years, a number of attempts have been made to develop link prediction algorithms that combine the strengths of both the local link prediction methods and the global link prediction methods. One such category is the Quasi-local link prediction algorithm that provides a trade-off between...
I have already written a few articles on AKS, so feel free to have a look at them as I will not repeat what I've already written there. For the record, here are the links: Best practices to harde...
In this paper, datasets \( \mathtt{D} \) and \( \mathtt{T} \) are composed of 2525 and 5437 samples, respectively. These samples are obtained from different flow cases (see Table 1) using the sample selection algorithm described below. The flow cases are sampled through the Latin hype...
Eventually, evidence indicators were used in the model building algorithm as scoring criteria. In addition to proteomic studies, 289 bibliomic studies were used to justify 142 enzymes in platelet metabolism and 65 bibliomic sources were used to justify 85 extracellular transports. Because bibliomic ...
limit where the input frequency ω is away from a resonant frequency of the system: Scientific Reports | (2020) 10:9038 | https://doi.org/10.1038/s41598-020-65293-6 9 www.nature.com/scientificreports/ www.nature.com/scientificreports Figure 4. Stable rational function fitting algorithm....
A number of computational methods have been developed to approach these relationships analytically, including the Disease Module Detection method26 and the Novel Seed Connector Algorithm.27 Edge-Centric Network Models The simple presence or absence of disease genes cannot adequately explain complex clinical...
In addition, the average energy efficiency of GBCSS outperforms that of the other learning-based benchmark algorithm by 11.90%. • Generalization tests for different date, time, and node size show the GBCSS' strong generalization ability that makes the method highly promising for practical ...
Jacobian matrix algorithm for Lyapunov exponents of the discrete fractional maps. Commun. Nonlinear Sci. Numer. Simul. 22, 95–100. https://doi.org/10.1016/j.cnsns.2014.06.042 (2015). Article ADS MathSciNet CAS Google Scholar Download references Acknowledgements The work was supported and ...
The algorithm is useful in maximizing the lifetime of the network. DAA: Distributed Annealing Algorithm for Mobility Strategy The Distributed Annealing Algorithm (DAA) demonstrates node mobility as a tradeoff between surveillance and communication tasks when a target follows a preconceived (training ...