Essays about: "Genetic Algorithm"

Showing result 1 - 5 of 159 essays containing the words Genetic Algorithm.

  1. 1. MODELING, SIMULATION AND OPTIMIZATION OF A SUBMERGED RENEWABLE STORAGE SYSTEM INTEGRATED TO A FLOATING WIND FARM : A feasibility case study on the Swedish side of the Baltic sea, based on the geographical and wind conditions

    University essay from Mälardalens högskola/Framtidens energi

    Author : Prajwal Honnanayakanahalli Ramakrishna; [2019]
    Keywords : Renewable ocean storage; storage spheres; Baltic Sea; Pumped Hydro; Modeling; Simulation; Optimization; Offshore wind farm; Storage sphere Integration; feasibility study; Genetic Algorithm; Multiple objective function; Life cycle cost; Payback period; Profit;

    Abstract : Mathematical modeling and simulations of a submerged renewable storage system integrated to a wind farm, chosen based on the geographical and wind conditions at the Baltic Sea, gives insight on the feasibility of the submerged renewable storage and an approximation of the payback period and profits that could be generated. Genetic Algorithms were used to obtain the optimal number of spheres for a certain depth, based on 2 objective functions I. READ MORE

  2. 2. Search-based Procedural Generation of Gameplay Content

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Einar Nordengren; [2019]
    Keywords : genetic algorithm; evolutionary; direct evaluation; user survey; game design; Technology and Engineering;

    Abstract : .... READ MORE

  3. 3. Combustion Simulations with reduced mechanisms using hybrid optimization

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

    Author : Marius Burman Ingeberg; [2018]
    Keywords : Optimization; Reduced mechanism; Hybrid optimization; simulated annealing; Genetic algorithm; Physics and Astronomy;

    Abstract : In order to simulate complex combustion systems, the kinetic mechanisms describing the chemical processes have to be reduced. To minimize the error introduced by the reduction, coefficients of the reaction rates included in the mechanisms can be adjusted in ways so that simulations using the reduced mechanism behave like simulations that use detailed mechanisms. READ MORE

  4. 4. Local search hybridization of a genetic algorithm for solving the University Course Timetabling Problem

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

    Author : Mikael Forsberg; [2018]
    Keywords : Timetabling; University Course Timetabling Problem; Metaheuristics; Hybridization; Genetic Algorithm; Tabu Search; Schemaläggning; University Course Timetabling Problem; Metaheuristik; Hybridisering; Genetisk Algoritm; Tabusökning;

    Abstract : The University Course Timetabling Problem (UCTP) is the problem of assigning locations (lecture halls, computer rooms) and time slots (time and date) to a set of events (lectures, labs) while satisfying a number of constraints such as avoiding double-bookings. Many variants of problem formulations exist, and most realistic variants are thought to be NP-hard. READ MORE

  5. 5. Applying Multi-objective Optimization to Thermography : using the NSGA-II genetic algorithm

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Myles Syverud; [2018]
    Keywords : ;

    Abstract : In multi-objective system design there is rarely a clear path through the decisions an engineer hasto make since in practice, improving a single objective, or desired quality of the system, comes atthe cost of another objective. It is then the task of the engineer to match the requirements of thesystem to a balance in objective priority. READ MORE