Essays about: "SBO"

Showing result 1 - 5 of 16 essays containing the word SBO.

  1. 1. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

    University essay from KTH/Matematik (Avd.)

    Author : Giorgio Sacchi; [2023]
    Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

    Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE

  3. 2. Path Choice Estimation in Urban Rails : Asimulation based optimisation for frequency-based assignment model

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

    Author : Alexander Adolfsson; [2022]
    Keywords : Black-Box Optimisation; Optimization; Simulation based optimisation; Transit Network; Automaton; Urban Transport; Public transportation; Black-Box optimering; Optimering; Simuleringsbaserad Optimering; Transportsystem; Automation; Local Transport; Kollektivtrafik;

    Abstract : Transit system have a large importance in modern urban cities, with urban rail often acting as the central system with it efficient travel time and great capacity. As cities grow in population, so to does the usage of urban rail resulting in increased crowding on the platform and in the trains. READ MORE

  4. 3. A unified view of a family of soliton equations related to spin Calogero-Moser systems

    University essay from KTH/Fysik

    Author : Anton Ottosson; [2022]
    Keywords : Soliton equations; Solitons; Integrable systems; Spin Calogero-Moser systems; Exact solutions; Benjamin-Ono-type equations; Solitonekvationer; Solitoner; Integrerbara system; sCM-system; Exakta lösningar; Ekvationer av Benjamin-Ono-typ;

    Abstract : We study the interconnections between the spin Benjamin-Ono (sBO) and half-wave maps (HWM) equations, a pair of nonlinear partial integro-differential equations that have recently been found to permit multi-soliton solutions, where the time evolution of the constituent solitons can be described in terms of the well-known, completely integrable, spin Calogero-Moser (sCM) system. By considering a symmetry transformation of the sCM dynamics we are led to introduce a scale parameter into the sBO equation, yielding what we call the rescaled sBO (rsBO) equation, which has both the sBO and HWM equations as special cases. READ MORE

  5. 4. Analysis of material flow and simulation-based optimization of transportation system : The combination of simulation and Lean to evaluate and design a transportation system

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Fredrik Vuoluterä; Oliver Carlén; [2018]
    Keywords : FACTS; simulation; AGV; transportation; system; lean; lean production; optimization; SMO; SBO; multi-objective; discrete; event; discrete-event; DES; simulation-based; material handling; kaizen; time study; simulering; optimering; transport; värdeflödesanalys;

    Abstract : The thesis has been performed in cooperation with a Swedish manufacturing company. The manufacturing site of the company is currently implementing a new machine layout in one of its workshops. The new layout will increase the product flow to another workshop on the site. READ MORE

  6. 5. Macrospin-based Modeling of Three-Terminal Spin Hall Nano Oscillators

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

    Author : Dagur Ingi Albertsson; [2018]
    Keywords : Spin hall nano oscillator SHNO ; spintronics; Verilog-A; integrated circuits modelling; analytical model.; Spin hall nano oscillator SHNO ; spintronics; Verilog-A; integrerade kretsar modell; kompakt modell.;

    Abstract : Spintronics is an attractive field that combines magnetism and electronics to realize new devices. Spin based oscillators (SBOs) have gained significant interest in recent years due to their attractive characteristics, including high operating frequency, low power, small area and integration compatibility with CMOS circuitry. READ MORE