Essays about: "Hill Climbing"

Showing result 1 - 5 of 11 essays containing the words Hill Climbing.

  1. 1. Database Tuning using Evolutionary and Search Algorithms

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Erica Raneblad; [2023]
    Keywords : Database tuning; Performance optimization; Evolutionary algorithms; Particle Swarm Optimization; Database configuration; Hill Climbing;

    Abstract : Achieving optimal performance of a database can be crucial for many businesses, and tuning its configuration parameters is a necessary step in this process. Many existing tuning methods involve complex machine learning algorithms and require large amounts of historical data from the system being tuned. READ MORE

  3. 2. A Prototype Quest Generator for Simulating Human-Authored Narrative

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : JAN PLÄHN; [2022-11-23]
    Keywords : GPT-3; Natural Language Generation; Procedural Content Generation; quest generation; Shotgun Hill Climbing; video games;

    Abstract : This thesis investigates several techniques of player-tailored procedural quest generation in terms of authenticity and immersion. This is done through the application of a shotgun hill climbing algorithm as well as surface realisation using a natural language generator. READ MORE

  4. 3. General Game Playing Within Modern TabletopGames Through Rolling Horizon EvolutionaryAlgorithms

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Mattias Smedman; [2022]
    Keywords : ai; general game playing; tabletop games; evolutionary algorithms; rolling horizon evolutionary algorithms; pandemic;

    Abstract : Tabletop games have within recent years evolvedto become more and more complex, such as through the useof dynamic rules, permanently changing how the game worksafter a playthrough, and players playing different roles in thegame. This leads to unique challenges for Artificial Intelligence. READ MORE

  5. 4. Generating molecular synthesis schemes : A deep learning approach to generate synthesizable molecules

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

    Author : Clarisse Descamps; [2021]
    Keywords : ;

    Abstract : One key challenge of drug discovery is the generation of molecules that can be synthesised in laboratories. This project studies a neural network architecture that generates reaction schemes by choosing initial reactants from a set of commercial compounds and determines the intermediate reactions until a final product is found. READ MORE

  6. 5. Evolutionary Optimization Applied to Usage of Solar Energy for Powering a Heat Pump

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Henrik Thomasson; [2021]
    Keywords : evolutionary algorithms; PV-panels; simulated annealing; hill climbing;

    Abstract : This paper researches the impact of different settings on an Infinite Impulse Response-filter (IIR-filter) used on a NIBE heat pump in combination with photovoltaic panels (PV-panel). The IIR-filter is applied to the level of the PV-panel’s power and its output is used by the heat pump’s control to harvest as much solar power as possible for supplying the heat pump with electricity. READ MORE