Essays about: "Ant colony optimization"

Showing result 6 - 10 of 23 essays containing the words Ant colony optimization.

1. 6. 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

3. 7. 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

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

   University essay from 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. 9. 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. 10. 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