Essays about: "binary nonlinear optimization"

Found 3 essays containing the words binary nonlinear optimization.

  1. 1. Automatic Flight Maneuver Identification Using Machine Learning Methods

    University essay from Linköpings universitet/Reglerteknik

    Author : Camilla Bodin; [2020]
    Keywords : Flight; Aircraft; Machine Learning; Flight Dynamics; Classification; Supervised Learning; Support Vector Machines; Neural Networks; Logistic Regression; Feature Selection; Recursive Feature Elimination; Feature Representation; k-fold cross-validation; maneuvers; flight maneuvers;

    Abstract : This thesis proposes a general approach to solve the offline flight-maneuver identification problem using machine learning methods. The purpose of the study was to provide means for the aircraft professionals at the flight test and verification department of Saab Aeronautics to automate the procedure of analyzing flight test data. READ MORE

  3. 2. MODEL-BASED ECG ANALYSIS:TOWARDS PATIENT-SPECIFIC WEARABLE ECG MONITORING : MODEL-BASED ECG ANALYSIS:TOWARDS PATIENT-SPECIFIC WEARABLE ECG MONITORING

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Adnan Albaba; [2020]
    Keywords : ;

    Abstract : In this thesis, model-based analysis approach is considered as a possible solution towards a patient-specific point-of-care device for the purpose of electrocardiogram monitoring. Two novel methods are proposed, tested, and quantitatively evaluated. READ MORE

  4. 3. Combinatorial and price efficient optimization of the underlying assets in basket options

    University essay from KTH/Optimeringslära och systemteori

    Author : Sara Alexis; [2017]
    Keywords : Option pricing; correlated stochastic processes; Basket option; moment matching; lognormal approximation; binary nonlinear optimization; continuous nonlinear optimization; Monte Carlo simulation; penalty methods;

    Abstract : The purpose of this thesis is to develop an optimization model that chooses the optimal and price efficient combination of underlying assets for a equally weighted basket option. To obtain a price efficient combination of underlying assets a function that calculates the basket option price is needed, for further use in an optimization model. READ MORE