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2015 | OriginalPaper | Chapter

Analysis and Visualization of a Many-Objective Optimization Landscape Design Problem

Authors : Luis A. Rivera-Zamarripa, Steven A. Roberts, Nareli Cruz-Cortés

Published in: Interdisciplinary Topics in Applied Mathematics, Modeling and Computational Science

Publisher: Springer International Publishing

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Abstract

A general methodology to analyze the solution of a many-objective optimization problem (MOOP) to landscape design is presented. The landscape design problem consists on assigning different types of land use to specific areas identified as candidate sites to be changed. Some local and global ecological criteria are considered. In order to gain some clarity during the analysis of the solutions that conform to an optimal set some clustering strategies are usually utilized. In this chapter, we use a simple strategy called favour ranking to place similar solutions together. Then, the solutions are visualized using a state-of-the-art technique.

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Metadata
Title
Analysis and Visualization of a Many-Objective Optimization Landscape Design Problem
Authors
Luis A. Rivera-Zamarripa
Steven A. Roberts
Nareli Cruz-Cortés
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-12307-3_54

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