Essays about: "Potential solver"

Showing result 1 - 5 of 52 essays containing the words Potential solver.

  1. 1. Assembly Line Balancing : Addressing the Theory-Practice Gap

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Christoffer Fink; [2023]
    Keywords : assembly line balancing; ALB; OptaPlanner;

    Abstract : The efficiency of an assembly line depends on how the different tasks are distributed among the work stations that make up the assembly line. Assigning the tasks to the stations is called assembly line balancing (ALB) and is an NP-hard optimization problem. READ MORE

  3. 2. 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

  4. 3. The Impact of Quantum Computing on the Financial Sector : Exploring the Current Performance and Prospects of Quantum Computing for Financial Applications through Mean-Variance Optimization

    University essay from Linköpings universitet/Produktionsekonomi

    Author : Ante Fahlkvist; Alfred Kheiltash; [2023]
    Keywords : Quantum computing; Finance; Financial applications; Mean-variance optimization; Zero-one quadratic programming; Quantum computing in finance;

    Abstract : Many important tasks in finance often rely on complex and time-consuming computations. The rapid development of quantum technology has raised the question of whether quantum computing can be used to solve these tasks more efficiently than classical computing. READ MORE

  5. 4. An Evaluation of GeneticAlgorithm Approaches for theUnit Commitment Problem inPower Generation Scheduling

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Nandini Mattathil Suresh; [2023]
    Keywords : Unit Commitment Problem; Genetic Algorithm; Meta-heuristics; Economic Dispatch; Constrained Optimization; Encoding; Crossover; Mutation; Selection;

    Abstract : The Unit Commitment Problem (UCP) poses a significant challenge in optimizing powergeneration schedules within complex and dynamic energy systems. This study explores theapplication of Genetic Algorithms (GAs) as a promising approach to address UCP, their ability tonavigate complex solution spaces and adapt to changing operational conditions. READ MORE

  6. 5. Battery-Storage Investment for a Power System with High Variable Renewable Energy Output

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Elva Yunyan Wallimann; [2023]
    Keywords : decision and risk analysis; energy economics; capacity expansion; operations research; utility-scale battery;

    Abstract : Climate change is posing significant threats to human beings. Deploying renewable energy sources in electricity generation is widely accepted as an indispensable part of the solution to climate change. The vast potential lies in variable renewable energy sources, such as solar and wind. READ MORE