The Research of Particle Swarm Algorithm Based on Heuristic Rules for the Layout of Airplane Equipment Cabin

Xiao Jian Han; Xiang Fang Ding; Chun Xiao

doi:10.4028/www.scientific.net/AMM.300-301.659

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 300-301The Research of Particle Swarm Algorithm Based on...

The Research of Particle Swarm Algorithm Based on Heuristic Rules for the Layout of Airplane Equipment Cabin

Abstract:

How to get the most optimal solution of equipment layout in the aircraft cabin of the limited space is a completely NP problem. The problem is abstracted as three dimensions （3D） layout problem. A co-evolutionary particle swarm optimization with heuristic rules is presented. The cabin is decomposed into several small-scale layout problems. The co-evolutionary framework is adopted, and particle swarm optimization (PSO) and heuristic roles for layout are integrated to solve this problem. Finally, an example is used to verify the feasibility and effectiveness of the algorithm.

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Periodical:

Applied Mechanics and Materials (Volumes 300-301)

Pages:

659-663

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.300-301.659

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Online since:

February 2013

Authors:

Xiao Jian Han, Xiang Fang Ding, Chun Xiao

Keywords:

3D Layout, Airplane Equipment Cabin, Heuristic Rules, Layout Optimization, Particle Swarm Algorithm

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