NSGA-II is an evolutionary algorithm developed as an answer to the shortcomings of early evolutionary algorithms, which lacked elitism and used a sharing parameter in order to sustain a diverse Pareto set. NSGA-II uses a fast non-dominated sorting algorithm, sharing, elitism, and crowded compariso...
The service layer is a comprehensive encapsulation of various algorithms and models that facilitate the operation and implementation of internal functions within the digital twin system. It comprises services oriented towards digital model verification, validation, and accreditation (VV&A), services for task...
Along with that, the mathematical predictive models used for single-objective optimization are gradually being replaced by machine learning algorithms, which are highly robust and efficient in terms of prediction performance. Therefore, this work addresses the prediction and optimization of average surface...
(2021). Modeling a robust multi-objective locating-routing problem with bounded delivery time using meta-heuristic algorithms. Smart and Resilient Transportation, 3(3), 283–303. https://doi.org/10.1108/SRT-08-2021-0008 Article Google Scholar Hashemi, L., Mahmoodi, A., Jasemi, M., ...
Some options of system identification algorithms include support vector machines, regressions, neural networks, and tree-structured classifiers. For example, the prediction model can be identified using a simple least squares regression and the solution is bootstrapped to get a sense of the out-of-...
4.The method in accordance with claim 3, characterized in that the system of linear equations is solved in the processor by means of real time algorithms. 5.The method in accordance with claim 3, characterized in that modified machine configurations are taken into account by matching constants ...
Functional Unit Capable of Executing Sorting Algorithm and Other Algorithms In order to greatly speed up the construction of a sorted set from an unsorted set, FIG. 4 shows an embodiment of a logic circuit design for a functional unit400within an instruction execution pipeline that implements a ...
During operation of the environmental conditions reporting system 400, when dynamic vehicle information is received from the monitoring system 413, the aircraft characteristics database 414 uses various algorithms to determine an environmental conditions value for the received environmental conditions information...
Record data on a disk file is sorted in a text/data processor by means of an algorithm that transfers such records on the basis of rank to a sort buffer on the basis of qualifying criteria. Each qualified file record is compared with the lowest ranked record previously transferred and locate...
ranked set of processors in the processor group. In this regard, compare-and-exchange operations may be performed by a routine that takes the value held by this processor, obtains a value from another predetermined processor and if the current processor is lower-ranked, the lesser value is ...