Essays about: "handling optimization"

Showing result 1 - 5 of 138 essays containing the words handling optimization.

1. 1. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions

   University essay from KTH/Matematik (Avd.)

   Author : Giorgio Sacchi; [2023]
   Keywords : Explainable AI; Counterfactual Explanations CFEs ; Bayesian Optimization BO ; Black-Box Models; Model-Agnostic; Machine Learning ML ; Efficient Computation; High-Stake Decisions; Förklarbar AI; Kontrafaktuell Förklaring CFE ; Bayesiansk Optimering BO ; Svarta lådmodeller; Modellagnostisk; Maskininlärning; Beräkningsmässigt Effektiv; Beslut med höga insatser;

   Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE

3. 2. Designing and evaluating distribution networks for luxury beds : A case study of Hästens Beds’ European distribution from the perspective of cost and delivery service

   University essay from Linköpings universitet/Logistik- och kvalitetsutveckling

   Author : Sebastian Huss; Arvid Normann; [2023]
   Keywords : distribution; distribution network design; transport minimization; network structure; network optimization; decentralization; facility location; center of gravity;

   Abstract : Hästens Beds is a Swedish luxury bed manufacturer, located in Köping, Sweden. They have a strong global presence, with Europe being the most mature and proven market. READ MORE

4. 3. The One Spider To Rule Them All : Web Scraping Simplified: Improving Analyst Productivity and Reducing Development Time with A Generalized Spider

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

   Author : Rikard Johansson; [2023]
   Keywords : Web scraping; Web crawlers; HTML; Scrapy; Optimization; Web data extraction; Webbskrapning; Webbsökrobotar; HTML; Scrapy; Optimering; Webbdataextraktion;

   Abstract : This thesis addresses the process of developing a generalized spider for web scraping, which can be applied to multiple sources, thereby reducing the time and cost involved in creating and maintaining individual spiders for each website or URL. The project aims to improve analyst productivity, reduce development time for developers, and ensure high-quality and accurate data extraction. READ MORE

5. 4. Improving the packaging material availability for internal testing - A case study at Tetra Pak

   University essay from Lunds universitet/Teknisk logistik

   Author : Madeleine Karlsson; Jennie Jönsson; [2023]
   Keywords : Supply chain management; process mapping; procurement; visibility; order handling; supply chain information systems.; Technology and Engineering;

   Abstract : Title: Improving the packaging material availability for internal testing - A case study at Tetra Pak Keywords: Supply chain management, process mapping, procurement, visibility, order handling, supply chain information systems. Background: For any business, optimizing the supply chain is beneficial and can be a crucial competitive advantage. READ MORE

6. 5. An Evaluation of GeneticAlgorithm Approaches for theUnit Commitment Problem inPower Generation Scheduling

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Nandini Mattathil Suresh; [2023]
   Keywords : Unit Commitment Problem; Genetic Algorithm; Meta-heuristics; Economic Dispatch; Constrained Optimization; Encoding; Crossover; Mutation; Selection;

   Abstract : The Unit Commitment Problem (UCP) poses a significant challenge in optimizing powergeneration schedules within complex and dynamic energy systems. This study explores theapplication of Genetic Algorithms (GAs) as a promising approach to address UCP, their ability tonavigate complex solution spaces and adapt to changing operational conditions. READ MORE