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Metallic Materials Vol. 51 (2013), no. 6, pp.333-341 |
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Title: The performance of TV-MOPSO in optimization of sintered steels | ||
Author: A. MAZAHERY, M. OSTAD SHABANI | ||
Abstract: During the last decade novel computational methods have been introduced in some fields of engineering sciences. In this article, we describe a novel Particle Swarm Optimization (PSO) approach to multi-objective optimization, called Time Variant Multi-Objective Particle Swarm Optimization (TV-MOPSO). The mechanical and tribological behaviors of sintered steel have been experimentally investigated. TV-MOPSO is made adaptive in nature by allowing its vital parameters to change with iterations. This adaptiveness helps the algorithm to explore the search space more efficiently. A new diversity parameter has been used to ensure sufficient diversity amongst the solutions of the non-dominated fronts, while retaining at the same time the convergence to the Pareto-optimal front. |
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Keywords: wear, steel, swarm | ||
Published online: 20-Sep-2017 | ||
Year: 2013, Volume: 51, Issue: 6 | Page From: 333, Page To: 341 | |
doi:10.4149/km_2013_6_333 |
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