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Improving NSGA-II Using A Dynamic Average Distance Selection Strategy by Priyanka Kilaniya is a document available to read on EtoBox.
The document presents an improved version of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) that incorporates a dynamic average distance selection strategy to enhance the uniform distribution of solutions across complex Pareto fronts. This new approach addresses limitations of the traditional NSGA-II by using geometric overlap measures instead of local crowding distances, which allows for better identification and elimination of redundant solutions. Experimental results demonstrate significant imp
- Author
- Priyanka Kilaniya
- Language
- EN