Essays about: "meta-heuristic optimization algorithm"

Showing result 1 - 5 of 9 essays containing the words meta-heuristic optimization algorithm.

  1. 1. Comprehensive Study of Meta-heuristic Algorithms for Optimal Sizing of BESS in Multi-energy syste

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

    Author : Joakim Ginste; [2022]
    Keywords : BESS; Energy arbitrage; Firefly algorithm; Genetic algorithm; Peak shaving; BESS; energiarbitrage; Firefly algorithm; Genetic algorithm; spetslastutjämning;

    Abstract : The question of finding the optimal size for battery energy storage systems (BESS) to be used for energy arbitrage and peak shaving has gained more and more interest in recent years. This is due to the increase in variability of electricity prices caused by the increase of renewable but also variable electricity production units in the electricity grid. READ MORE

  3. 2. A Comparative Study of Optimization Methods for a Resource Allocation in Mobile Communications

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Dexter Leander; [2022]
    Keywords : ;

    Abstract : This thesis addresses a resource allocation problem in mobilecommunications. The objective is to allocate a set of resource blocks to a set of users in a way that the total transmission rate between them is maximized. READ MORE

  4. 3. Bayesian Parameter Tuning of the Ant Colony Optimization Algorithm : Applied to the Asymmetric Traveling Salesman Problem

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

    Author : Emmy Yin; Klas Wijk; [2021]
    Keywords : ;

    Abstract : The parameter settings are vital for meta-heuristics to be able to approximate the problems they are applied to. Good parameter settings are difficult to find as there are no general rules for finding them. Hence, they are often manually selected, which is seldom feasible and can give results far from optimal. READ MORE

  5. 4. A New Approach for Solving the Disruption in Vehicle Routing Problem During the Delivery : A Comparative Analysis of VRP Meta-Heuristics

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Chandana Kaja; [2020]
    Keywords : Vehicle Routing Problem; Disruption; Vehicle breakdown; Solution algorithms; Meta-heuristics; Tabu Search.;

    Abstract : Context. The purpose of this research paper is to describe a new approach for solving the disruption in the vehicle routing problem (DVRP) which deals with the disturbance that will occur unexpectedly within the distribution area when executing the original VRP plan. READ MORE

  6. 5. Efficiency of Different Encoding Schemes in Swarm Intelligence for Solving Discrete Assignment Problems: A Comparative Study

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Richard Pettersson; [2019]
    Keywords : ;

    Abstract : Background Solving problems classified as either NP-complete or NP-hard has long been an active topic in the research community, and has brought about many new algorithms for approximating an optimal solution (basically the best possible solution). A fundamental aspect to consider when developing such an algorithm is how to represent the given solution. READ MORE