251. Numerical and Evolutionary Optimization 2021.
- Author
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Quiroz, Marcela, de la Fraga, Luis Gerardo, Lara, Adriana, Trujillo, Leonardo, Schütze, Oliver, and Quiroz, Marcela
- Subjects
Information technology industries ,Computer science ,distributor's pallet loading problem ,heuristics ,bin packing ,real-life instances ,emergency medical services ,emergency medicine ,decision-support system ,pre-hospital emergency care ,ambulance response time ,machine learning ,geo-indistinguishability ,differential privacy ,privacy-preserving machine learning ,input perturbation ,estimation of distribution algorithm ,Mallows model ,moth-flame algorithm ,job shop scheduling problem ,quay crane scheduling problem ,first-passage time ,Markov chain ,queueing theory ,simulation ,OR in health services ,KPI ,wind energy ,wind turbine blades ,erosion ,modal analysis ,aerodynamic analysis ,AutoML ,feature selection ,fault severity assessment ,gearboxes ,XGBoost classifiers ,autism ,attention ,ASD ,learning activities ,EEG ,BCI ,features ,artificial intelligence ,Grouping Genetic Algorithm ,variable decomposition ,Large-Scale Constrained Optimization ,DVT ,early diagnosis ,machine-learning ,smart system ,embedded system ,edge computing ,edge device ,OpenFOAM ,CFD ,ANFIS ,ANFIS (GA) ,ANFIS (PSO) ,ANFIS (FFA) ,nonlinear programming ,largest small polygons (LSP) ,{LSP(n)} model-class ,optimal area sequence {A(n)} ,revised LSP model ,mathematica model development environment ,IPOPT solver engine ,numerical optimization results and regression model for estimating {A(n)} ,n/a - Abstract
Summary: This reprint was established after the 9th International Workshop on Numerical and Evolutionary Optimization (NEO), representing a collection of papers on the intersection of the two research areas covered at this workshop: numerical optimization and evolutionary search techniques. While focusing on the design of fast and reliable methods lying across these two paradigms, the resulting techniques are strongly applicable to a broad class of real-world problems, such as pattern recognition, routing, energy, lines of production, prediction, and modeling, among others. This volume is intended to serve as a useful reference for mathematicians, engineers, and computer scientists to explore current issues and solutions emerging from these mathematical and computational methods and their applications.