Essays about: "heuristic algorithm"
Showing result 11 - 15 of 127 essays containing the words heuristic algorithm.
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11. Implementation of an Irregular Packaging Algorithm for Multi-Container
University essay from Uppsala universitet/Industriell teknikAbstract : This study introduces an innovative approach to address a complex, real-world packing problem experienced at Emerson Rosemount Tank Radar. The objectives of the study are manifold: primarily, the optimization of packing efficiency within specified geometric and box constraints, and secondarily, the fulfillment of specific packing objectives. READ MORE
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12. Edge Compute Offloading Strategies using Heuristic and Reinforcement Learning Techniques.
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The emergence of 5G alongside the distributed computing paradigm called Edge computing has prompted a tremendous change in the industry through the opportunity for reducing network latency and energy consumption and providing scalability. Edge computing extends the capabilities of users’ resource-constrained devices by placing data centers at the edge of the network. READ MORE
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13. Reinforcement learning for improved local search : Applied to the graph coloring problem
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The graph coloring problem (GCP) is an important combinatorial optimization problem (COP) with various applications and a simple formulation: to assign colors to vertices in a graph such that no adjacent vertices share a color. The GCP is NP-hard, and in order to solve it within a reasonable time frame, heuristic local search (LS) based algorithms are commonly used. READ MORE
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14. Most efficient Inverse Kinematics algorithm for Quadruped models : Comparing FABRIK to CCD
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This paper compares the two heuristic inverse kinematics methods: Forward And Backward Reaching Inverse Kinematics (FABRIK) and Cyclic Coordinate Descent (CCD) in the use cases concerning quadruped models. Unoptimised versions of the two algorithms were implemented into a game engine and evaluated on a quadruped model. READ MORE
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15. A heuristic approach to screw pose detection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Object detection using vision systems could generally be accomplished using machine learning or conventional computer vision techniques. This thesis implements and compares three methods to locate screws on a flat plane using conventional computer vision on regular non stereo images without any depth or range information. READ MORE
