Essays about: "pricing algorithms"

Showing result 6 - 10 of 31 essays containing the words pricing algorithms.

  1. 6. Automation of price prediction using machine learning in a large furniture company

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Mojtaba Ghorbanali; [2022]
    Keywords : Price Prediction; Machine learning; Regression analysis; Gradient boosting algorithms; LightGBM; XGBoost;

    Abstract : The accurate prediction of the price of products can be highlybeneficial for the procurers both businesses wised and productionwise. Many companies today, in various fields ofoperations and sizes, have access to a vast amount of datathat valuable information can be extracted from them. READ MORE

  3. 7. Multi-Armed Bandit to optimize the pricing strategy for consumer loans

    University essay from Lunds universitet/Institutionen för reglerteknik

    Author : Joachim Nilsson; [2022]
    Keywords : Technology and Engineering;

    Abstract : This thesis explores the possibility of framing the problem of setting prices for consumer loans on loan comparison sites as a Multi-Armed Bandit Problem. The problem is solved by creating a Multi-Armed Bandit environment based on SEB:s expert knowledge of the problem. READ MORE

  4. 8. Graph Bandits : Multi-Armed Bandits with Locality Constraints

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

    Author : Kasper Johansson; [2022]
    Keywords : Multi-armed bandits; locality constraints; reinforcement learning; Flerarmade banditer; lokala restriktioner; förstärkningsinlärning;

    Abstract : Multi-armed bandits (MABs) have been studied extensively in the literature and have applications in a wealth of domains, including recommendation systems, dynamic pricing, and investment management. On the one hand, the current MAB literature largely seems to focus on the setting where each arm is available to play at each time step, and ignores how agents move between the arms. READ MORE

  5. 9. Price Prediction for Used Cars : A Comparison of Machine Learning Regression Models

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Marcus Collard; [2022]
    Keywords : Machine Learning; Price Prediction; Used Cars; Regression Analysis; Depreciation;

    Abstract : Bilar av ett visst märke, modell, år och uppsättning funktioner börjar med ett pris som fastställs av tillverkaren. När de åldras och säljs vidare som de används, är de föremål för prissättning av utbud och efterfrågan för deras speciella uppsättning funktioner, utöver deras unika historia. READ MORE

  6. 10. The rising role of pricing algorithms: positive and negative effects in the framework of EU Competition Law

    University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

    Author : Rahil Mammadov; [2022]
    Keywords : competition law; EU law; algorithms; pricing algorithms; Law and Political Science;

    Abstract : Pricing algorithms are gaining a wide application in the market and in this regard are the cause of various challenges in terms of competition law. This work is aimed at studying pricing algorithms, and their positive and negative effects on competition in the market, as well as identifying possible solutions under EU law for current and future challenges with the increasing role of algorithms. READ MORE