Essays about: "simulated annealing algorithm"

Showing result 16 - 20 of 53 essays containing the words simulated annealing algorithm.

  1. 16. A Comparative Study of Simulated Annealing and Self-Organising Map Batching for Solving the Order Batching Problem in Warehouses

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

    Author : Nils Streijffert; Frans Tegelmark; [2020]
    Keywords : ;

    Abstract : Warehouses need efficient picking strategies. Batching orders is one such strategy, but creating efficient batches out of orders is computationally hard. READ MORE

  3. 17. Parametric design and optimization of steel and timber truss structures : Development of a workflow for design and optimization processes in Grasshopper 3D environment

    University essay from KTH/Bro- och stålbyggnad

    Author : FILMON WELDEGIORGIS; ANUP RAJ DHUNGANA; [2020]
    Keywords : Parametric design; Optimization; Parametric workflow; Steel; Timber; Truss; Grasshopper 3D; Karamba 3D; Galapagos; GH Python; Glulam; Finite Element Analysis;

    Abstract : The demand for complex structures and the urge to perform more detailed structural analyses in an early stage of the project design phase has increased the use of parametric design in the construction sector, especially among architects and structural engineers. Also, an increasing demand for sustainable structures is creating pressure on engineers and architects to design optimized structures that consume as little resources as possible. READ MORE

  4. 18. Route Planning and Design of Autonomous Underwater Mine Reconnaissance Through Multi-Vehicle Cooperation

    University essay from Linköpings universitet/Fordonssystem

    Author : Jakob Hanskov Palm; [2020]
    Keywords : autonomous underwater vehicle; AUV; multi-vehicle cooperation; route planning; mine reconnaissance; travelling salesman problem; TSP; genetic algorithm; simulated annealing; dubins path;

    Abstract : Autonomous underwater vehicles have become a popular countermeasure to naval mines. Saab’s AUV62-MR detects, locates and identifies mine-like objects through three phases. By extracting functionality from the AUV62-MR and placing it on a second vehicle, it is suggested that the second and third phases can be performed in parallel. READ MORE

  5. 19. Genetic Algorithms : Comparing Evolution With and Without a Simulated Annealing-inspired Selection

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

    Author : Mats Andersson; David Mellin; [2019]
    Keywords : ;

    Abstract : The Genetic Algorithm (GA) is an interesting problem solving algorithm which takes inspiration from evolution in order to self-improve and reach good solutions to problems by reproduction and mutation. This thesis compares a GA with and without a Simulated Annealing (SA) inspired selection when it comes to solving three different instances of the Traveling Salesman Problem (TSP). READ MORE

  6. 20. Drones without a master : Resource efficiency in consensus-reaching topologies

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

    Author : John Björkman Nilsson; Jonatan Cervall; [2019]
    Keywords : ;

    Abstract : In this study we have compared five different heuristic algorithms for adding edges to existing graphs with the goal of improving convergence rate for reaching consensus. This while keeping the cost of adding edges, and thus sending more signals, in mind. READ MORE