Essays about: "Multi-objective Optimization"

Showing result 1 - 5 of 74 essays containing the words Multi-objective Optimization.

  1. 1. Multi-objective optimization for placing airspace surveillance observers

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Amanda Anderson; [2021-08-13]
    Keywords : Facility location; multi-objective optimization; ant colony algorithm; genetic algorithm; pareto optimal; observer placement; 3D viewshed;

    Abstract : Reconnaissance is an important aspect of military planning. Tools that help an alysts monitor and make informed choices are vital for avoiding costly situations.The use of ground-based radar sensors is a common method for monitoring for bothland-based and airborne threats. READ MORE

  2. 2. Multi-objective optimization for model selection in music classification

    University essay from KTH/Optimeringslära och systemteori

    Author : Rintaro Ujihara; [2021]
    Keywords : Music emotion recognition; Mel spectrogram; MFCC; CENS; Onset; Tonnetz; HPSS; 1D convolutional neural network; Attention LSTM; 1DCNN BiLSTM; Pareto optimality;

    Abstract : With the breakthrough of machine learning techniques, the research concerning music emotion classification has been getting notable progress combining various audio features and state-of-the-art machine learning models. Still, it is known that the way to preprocess music samples and to choose which machine classification algorithm to use depends on data sets and the objective of each project work. READ MORE

  3. 3. Capacitated Multi Depot Green Vehicle Routing for Transporting End-of-Life electrical waste : A practical study on environmental and social sustainability within the field of CMDGVRP with heterogeneous fleets

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi; Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Karl-Johan Djervbrant; Andreas Häggström; [2021]
    Keywords : VRP; GVRP; CMDGVRP; Routing; Optimization; Environmental; Sustainability; Environmental sustainability; Social sustainability; Waste collection; Heterogeneous fleet;

    Abstract : A comprehensive study is presented of the Capacitated Multi DepotGreen Vehicle Routing Problem (CMDGVRP) applied to a heterogeneous fleet of electronic waste collecting vehicles with two objectives: to reduce the total fuel consumption of the vehicles (environmental sustainability) and to limit the continuous drive-time of the drivers (social sustainability). Research has been limited from this aspect, and in this study, the focus is on the practical application of pickup and delivery of electronic waste. READ MORE

  4. 4. Emission Calculation Model for Vehicle Routing Planning : Estimation of emissions from heavy transports and optimization with carbon dioxide equivalents for a route planning software

    University essay from Linköpings universitet/Energisystem

    Author : Alice Hartikka; Simon Nordenhög; [2021]
    Keywords : Multi objective optimization; fuel consumption; transport emissions; Multiobjektiv optimering; bränslekonsumtion; transportutsläpp;

    Abstract : The transport sector is a major cause of emissions both in Sweden and globally. This master thesis aims to develop a model for estimating emissions from heavy transport on a specific route. The emissions can be used in a route planning software and help the driver choose a route that contributes to reduced emissions. READ MORE

  5. 5. Development of a Tool for Inverse Aerodynamic Design and Optimisation of Turbomachinery Aerofoils

    University essay from KTH/Flygdynamik

    Author : Berkin Kurtulus; [2021]
    Keywords : Aerodynamics; Turbomachinery Airfoil design; Inverse Design Automation; Airfoil Optimization;

    Abstract : The automation of airfoil design process is an ongoing effort within the field of turbo-machinery design, with significant focus on developing new reliable and consistent methods that can meet the needs of the engineers. A wide variety of approaches has been in use for inverse airfoil design process which benefit from theoretical inverse design, statistical methods, empirical discoveries and many other ways to solve the design problem. READ MORE