Essays about: "metaheuristics"
Showing result 1 - 5 of 15 essays containing the word metaheuristics.
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1. Investigating the Use of Digital Twins to Optimize Waste Collection Routes : A holistic approach towards unlocking the potential of IoT and AI in waste management
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Solid waste management is a global issue that affects everyone. The management of waste collection routes is a critical challenge in urban environments, primarily due to inefficient routing. This thesis investigates the use of real-time virtual replicas, namely Digital Twins to optimize waste collection routes. READ MORE
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2. 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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3. Automatic text placement on maps using deep learning keypoint detection models
University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskapAbstract : Labeling the map is one of the most essential parts of the cartographic process that requires a huge time and energy. It is proven that the automation of map labeling is an NP-hard problem. There have been many research studies that tried to solve it such as rule-based methods, metaheuristics, and integer programming. READ MORE
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4. Evaluation of bus networks designed by a metaheuristic algorithm : A case study in Södertälje, Sweden
University essay from KTH/TransportplaneringAbstract : This thesis evaluates the feasibility of bus networks’ implementation in a real life scenario designed by a metaheuristics algorithm called “Multi Objective Discrete Cuckoo Search (MODCS)”. The research focuses on evaluating the generated bus networks from two points of view: the first concerns a comparative analysis (quantitative part) of the algorithm’s results with the current bus network in Södertälje in terms of the operation and passenger costs. READ MORE
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5. An Optimization Model for Electric Vehicle Routing with Tractor Swapping
University essay from KTH/Matematik (Avd.)Abstract : The purpose of this thesis is to investigate how tractor swapping can be implemented in Vehicle Routing Problems (VRP) with electric heavy goods vehicles, and to evaluate how a model that allows for tractor swapping performs, in terms of schedule cost, against a model that does not. Hence, this thesis introduces a new rich VRP variant which includes tractor swapping, as well as time windows, pickup and delivery, and electric vehicles. READ MORE