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Simple Genetic Algorithm (SGA) as feature selector, route optimization for home care service with SGA and semantic segmentation using Multiobjective Genetic Algorithm (MOGA)

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IT3708 2023

Course: https://www.ntnu.edu/studies/courses/IT3708/

  • Project 1 (Python): Feature selector on syntetic dataset using a Simple Genetic Algorithm (SGA) with crowding.
  • Project 2 (Java): Route optimization of a Home Care Service using SGA. (Local search, K-means++, ...)
  • Project 3 (Java): Image Segmentation using a Multiobjective Genetic Algorithm (MOGA). (edge value, connectivity measure, deviation)

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Simple Genetic Algorithm (SGA) as feature selector, route optimization for home care service with SGA and semantic segmentation using Multiobjective Genetic Algorithm (MOGA)

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