Essays about: "Loss minimization"

Showing result 1 - 5 of 16 essays containing the words Loss minimization.

  1. 1. Robust Supervised Learning in Multiple Environments

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Xinran Wei; [2023]
    Keywords : ;

    Abstract : In supervised machine learning, it is common practice to choose a loss function for learning predictive models, such as linear regression models and nonlinear neural networks. The primary objective is to attain accurate predictions. READ MORE

  3. 2. Control of an Over-Actuated Vehicle for Autonomous Driving and Energy Optimization : Development of a cascade controller to solve the control allocation problem in real-time on an autonomous driving vehicle

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

    Author : Gianmarco Grandi; [2023]
    Keywords : LTV-MPC Linear Time-Varying Model Predictive Controller ; Trajectory following; Energy consumption; Vehicle stability; Vehicle model; Real-time performance; LTV-MPC Controllo a predizione del modello lineare tempo variabile ; Inseguimento di traiettoria; Consumo energetico; Stabilità del veicolo; Modello del veicolo; Prestazioni in tempo reale; LTV-MPC Linjär tidsvariabel modellförutsägande styrning ; spårföljning; energiförbrukning; fordonsstabilitet; fordonsmodell; prestanda i realtid;

    Abstract : An Over-Actuated (OA) vehicle is a system that presents more control variables than degrees of freedom. Therefore, more than one configuration of the control input can drive the system to a desired state in the state space, and this redundancy can be exploited to fulfill other tasks or solve further problems. READ MORE

  4. 3. Exploring Coordination Mechanisms and Product Characteristics for Food Waste Reduction Principles: A Case Study in Physical Distribution

    University essay from Lunds universitet/Teknisk logistik

    Author : Zacharias Samuelsson; [2022]
    Keywords : Food Waste; Food Waste Mitigation; Food Supply Chain; Food Retailing; Food Waste Mitigation in Distribution; Technology and Engineering;

    Abstract : Title: Exploring Coordination Mechanisms and Product Characteristics for Food Waste Reduction Principles: A Case Study in Physical Distribution Author: Zacharias Samuelsson Thesis supervisor: Eva Berg, Faculty of Engineering at Lund University Thesis Purpose: Identify food waste causes in a global distribution network and develop an improvement proposal for minimizing food waste. Method: This study develops a food waste mitigation framework based on a literature review and assess it through a case at a company. READ MORE

  5. 4. Transmission Modeling for Optimization of Electric Powertrains

    University essay from Lunds universitet/Maskinelement

    Author : Jacob Lundborg; Johanna Hulth Olsson; [2021]
    Keywords : Electric vehicle transmission; multi-objective optimization; mass minimization; power loss minimization; Technology and Engineering;

    Abstract : Over the last decade, the number of electric vehicles (EVs) on the world's roads has rapidly increased. Optimization of power consumption in electric powertrains will, therefore, lead to reduced energy usage in the road transport sector. READ MORE

  6. 5. Investigation of acoustic whole blood plasmapheresis for minimization of endogenous blood loss in neonatal care

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Tobias Lindgren; [2021]
    Keywords : Acoustophoresis; peristaltic pump; flow cytometry; plasmapheresis; whole blood; extremely premature infants; Microfluidics; Technology and Engineering;

    Abstract : Early erythrocyte transfusion is common in infants born extremely premature. Research has shown that these children are at greater risk of morbidity later in life, and that iatrogenic blood loss from blood sample analysis is one of the contributing factors to the need for transfusions. READ MORE