Essays about: "aco"

Showing result 1 - 5 of 13 essays containing the word aco.

  1. 1. On Embarrassingly Parallel Max- Min Ant Colony Optimization for Traveling Salesperson Problem

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

    Author : Mohamed Mohsin; Ajanth Thangavelu; [2021]
    Keywords : ;

    Abstract : Ant Colony Optimization (ACO) is a technique which can be used to find approximate Hamilton cycles for the Traveling Salesperson Problem (TSP). OpenMP is a framework which suites well for building multithreaded applications. READ MORE

  2. 2. Comparative Analysis of Ant Colony Optimization and Genetic Algorithm in Solving the Traveling Salesman Problem

    University essay from Blekinge Tekniska Högskola

    Author : Hatem Mohi El Din; [2021]
    Keywords : Ant colony optimization; genetic algorithm; metaheuristics; javascript; python; C#;

    Abstract : Metaheuristics is a term for optimization procedures/algorithms that can be applied to a wide range of problems. These problems for which metaheuristics are used usually fall in the NP-hard category, meaning that they cannot be solved in polynomial time. This means that as the input dataset gets larger the time to solve increases exponentially. READ MORE

  3. 3. A BINARY SPACE PARTITIONED ANT COLONY OPTIMIZATION ALGORITHM FOR THE TRAVELING SALESMAN PROBLEM

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Niclas Ståhlbom; [2021]
    Keywords : ant colony optimization; ACO; aco; binary space partitioning; BSP; bsp; algorithm; optimization;

    Abstract : A common type of problems that exist in both industrial and scientific spaces are optimization problems. These problems can be found in among other things manufacturing, pathfinding, network routing and more. Because of the wide area of application, optimization is well a studied area. READ MORE

  4. 4. Forecasting Components Failure Using Ant Colony Optimization For Predictive Maintenance

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi; Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Durlabh Shahi; Ankit Gupta; [2020]
    Keywords : ACO; predictive Maintenance; fault detection;

    Abstract : Failures are the eminent aspect of any machine and so is true for vehicle as it is one of the sophisticated machines of today’s time. Early detection of faults and prioritized maintenance is a necessity of vehicle manufactures as it enables them to reduce maintenance cost and increase customer satisfaction. READ MORE

  5. 5. Improvement of Container Placement Using Multi-Objective Ant Colony Optimization

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

    Author : Benjamin Burvall; [2019]
    Keywords : ;

    Abstract : High resource requirements on software containers lead to the need for cloud users to find an optimal placement for each container to maximize the resource utilization in the cloud environment. Previous methods have scheduled containers in a cloud environment, optimizing a single objective, both in theory and practice. READ MORE