Paper Title:
Multi-Objective Optimization Design of Complex Mechanical and Electrical Products Based on Improved Evolutionary Algorithm
  Abstract

The design of complex mechanical and electrical products has to achieve various objectives and satisfy various constraints. In many cases, there are trade-off relationships between these objectives, and thus it is difficult to optimize these objectives simultaneously. This invokes the need of the multiobjective optimization to achieve these objectives collectively. In this paper, multiple objectives for complex mechanical and electrical products are optimized, simultaneously using an improved multiobjective evolutionary algorithm: ISPEA2. The results showed that ISPEA2 could generate uniformly a pareto optimal set in the design space and has better robustness and convergence than SPEA2 and NSGA-II.

  Info
Periodical
Advanced Materials Research (Volumes 311-313)
Chapter
New Energy Materials
Edited by
Zhongning Guo
Pages
1384-1388
DOI
10.4028/www.scientific.net/AMR.311-313.1384
Citation
W. Wei, L. H. Qiao, "Multi-Objective Optimization Design of Complex Mechanical and Electrical Products Based on Improved Evolutionary Algorithm", Advanced Materials Research, Vols. 311-313, pp. 1384-1388, 2011
Online since
August 2011
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Price
$32.00
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