Essays about: "learning contract"

Showing result 11 - 15 of 24 essays containing the words learning contract.

  1. 11. Deep learning exotic derivatives

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Gunnlaugur Geirsson; [2021]
    Keywords : deep learning; neural networks; derivative pricing; automatic differentiation; Monte Carlo; transfer learning; structured products; risk sensitivities; valuation; autocalls;

    Abstract : Monte Carlo methods in derivative pricing are computationally expensive, in particular for evaluating models partial derivatives with regard to inputs. This research proposes the use of deep learning to approximate such valuation models for highly exotic derivatives, using automatic differentiation to evaluate input sensitivities. READ MORE

  3. 12. Hydrogeological Prognoses in Infrastructure Projects : A Case Study of Stockholm Bypass, Hjulsta Norra

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Frida Grenholm; [2020]
    Keywords : Infrastructure; hydrogeology; groundwater; prognoses;

    Abstract : As cities expand, urban planning and efficient land use becomes more important and presents new challenges. A city that is exposed to these challenges is Stockholm, Sweden (Stockholms stad, 2018). READ MORE

  4. 13. Bid Forecasting in Public Procurement

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Karim Stiti; Shih Jung Yape; [2019]
    Keywords : Bidding in public procurement; Count data regression; Economically most advantageous tenders; Lowest price tenders; Machine learning; Multiple linear regression; Nonparametric bootstrap; Position performance coefficient; Sealed-bid auctions; Stochastic dominance; Support vector regression.; Budgivningsmodeller I offentliga upphandlingar; Ekonomiskt mest fördelaktiga anbud; Förseglade auktioner; Lägsta-pris anbud; Maskininlärning; Multipel linjär regression.;

    Abstract : Public procurement amounts to a significant part of Sweden's GDP. Nevertheless, it is an overlooked sector characterized by low digitization and inefficient competition where bids are not submitted based on proper mathematical tools. READ MORE

  5. 14. Business models based on IoT, AI and blockchain

    University essay from Uppsala universitet/Industriell teknik

    Author : Jin Liu; [2018]
    Keywords : IoT; AI; blockchain; business model; sharing economy; 5G; cryptocurrency; smart contract; DApp; machine learning.;

    Abstract : Every time the development of technology enters a new epoch, big changes inthe business and society will follow. Especially for the entrepreneurs, it signifies both opportunities and challenges at the same time. READ MORE

  6. 15. Control of Residential Battery Charge Scheduling using Machine Learning

    University essay from KTH/Energiteknik

    Author : Paul Raymond Graham; [2018]
    Keywords : ;

    Abstract : This thesis proposes the use of a Reinforcement Learning (RL) agent to control the charge scheduling of a residential battery system. The system consists of a house located in Sweden equipped with a photo-voltaic array and grid-connection. Real residential load data is used while the PV output is simulated. READ MORE