Essays about: "multi-objective"

Showing result 21 - 25 of 118 essays containing the word multi-objective.

  1. 21. Evaluation of bus networks designed by a metaheuristic algorithm : A case study in Södertälje, Sweden

    University essay from KTH/Transportplanering

    Author : Manuel Chala Penagos; Anastasios Skoufas; [2022]
    Keywords : ;

    Abstract : This thesis evaluates the feasibility of bus networks’ implementation in a real life scenario designed by a metaheuristics algorithm called “Multi Objective Discrete Cuckoo Search (MODCS)”. The research focuses on evaluating the generated bus networks from two points of view: the first concerns a comparative analysis (quantitative part) of the algorithm’s results with the current bus network in Södertälje in terms of the operation and passenger costs. READ MORE

  3. 22. Modelling and Simulation of Interior Permanent Magnet Synchronous Machine and, Design Optimization Towards Transmission

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sindhuja Balaji; [2022]
    Keywords : Traction motors; Electric vehicles; Interior permanent magnet synchronous machine; Electric machine FEM simulation; Flux 2D; Electric machine design optimization; Estimation of current and control angle; Multi-objective optimization.; Traktionsmotor; elektriskt fordon; permanentmagnetiserad synkron maskin; FEM simulering; Flux 2D®; design optimering elmaskin; Skattning av ström och styrvinkel; multi-objektiv optimering.;

    Abstract : This report summarizes the thesis study carried out at Scania CV AB. The study presents design optimization of an interior permanent magnetic (IPM) synchronous machine. A parameterised Matlab tool was developed in order to serve the optimization routine. READ MORE

  4. 23. 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 both land-based and airborne threats. READ MORE

  5. 24. Assessment of optimal suspension systems with regards to ride under different road profiles

    University essay from KTH/Fordonsdynamik

    Author : Adithya Murali; Pratik Hindraj Vaje; [2021]
    Keywords : Ride comfort; Handling; Road profiles; ADAMS; Shaping filter method; Sinusoidal approximation method; Coherence; ISO 8608; Acceleration PSD s; Genetic Algorithm optimisation; ISO 2631.; åkkomfort; Kurvkörningsegenskaper; Vägprofiler; ADAMS; Formningsfiltermetod; Sinusformad approximationsmetod; Koherens; ISO 8608; Acceleration PSDs; Genetisk algoritmoptimering.;

    Abstract : Passenger ride vibration comfort is a critical aspect to consider while developing any vehicle and there is a need to understand how the occupants would be affected when driving on different road profile roughness. Hence, road profile generation is critical as road profiles are used as inputs to simulation tools to investigate vehicle dynamic behaviour in depth. READ MORE

  6. 25. 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