Essays about: "constraint programming research"

Showing result 1 - 5 of 14 essays containing the words constraint programming research.

  1. 1. Integrating Machine Learning into Constraint Programming for Radio Recommendation in Radio Access Networks

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : José Ruiz Alarcón; [2023]
    Keywords : ;

    Abstract : This thesis introduces an approach for integrating Machine Learning into Constraint Programming for recommender systems. The main idea is to use clustering algorithms to divide the data into groups, which we use to derive objective functions that are used in a constraint solver. READ MORE

  3. 2. Co-Authorship Network Analysis in Constraint Programming Research

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Lana Ali; [2023]
    Keywords : Centrality; co-authorship; constraint programming research; graph theory; social network analysis ;

    Abstract : The aim of this thesis was to study co-authorship in the constraint programming research community. This was done by conducting social network analysis (SNA) based on published scientific papers from the proceedings of the International Conference on Principles and Practice of Constraint Programming. READ MORE

  4. 3. Automatic text placement on maps using deep learning keypoint detection models

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Azin Khosravi Khorashad; [2022]
    Keywords : machine learning; Stacked hourglass networks; attention mechanism; CNN; geomatics; Earth and Environmental Sciences;

    Abstract : Labeling the map is one of the most essential parts of the cartographic process that requires a huge time and energy. It is proven that the automation of map labeling is an NP-hard problem. There have been many research studies that tried to solve it such as rule-based methods, metaheuristics, and integer programming. READ MORE

  5. 4. Recording and Minimising Nogoods from Restarts in the Solver MiniCP

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Mika Skjelnes; [2022]
    Keywords : ;

    Abstract : Systematic search is a typical search algorithm in Constraint Programming. The solving performance of this search algorithm is affected by the heavy-tailed phenomenon, which can cause search to spend significant time exploring subtrees that contain no solutions to the problem instance. READ MORE

  6. 5. Stochastic Adaptive Robust Approach in the Optimal Bidding Behavior of a Virtual Power Plant in the Multi-Market Setup

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

    Author : Nina Manivong; [2022]
    Keywords : Robust optimization; stochastic programming; strategic offering; uncertainty; virtual power plant; hydro-power; wind; storage; Robust optimering; stokastisk programmering; strategiskt erbjudande; osäkerhet; virtuellt kraftverk; vattenkraft; vindkraft; lagring;

    Abstract : Hydropower in Sweden is a powerful and efficient source of energy due to its flexibility, usually used to balance the Swedish power system. With the transition of power system into more intermittent power sources, the role of hydro-power as producers will become more important. READ MORE