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http://dx.doi.org/10.3795/KSME-A.2006.30.11.1358

Development of Pareto Artificial Life Optimization Algorithm  

Song, Jin-Dae (부경대학교 대학원)
Yang, Bo-Suk (부경대학교 기계공학부)
Publication Information
Transactions of the Korean Society of Mechanical Engineers A / v.30, no.11, 2006 , pp. 1358-1368 More about this Journal
Abstract
This paper proposes a Pareto artificial life algorithm for solving multi-objective optimization problems. The artificial life algorithm for optimization problem with a single objective function is improved to handle Pareto optimization problem through incorporating the new method to estimate the fitness value for a solution and the Pareto list to memorize and to improve the Pareto optimal set. The proposed algorithm was applied to the optimum design of a journal bearing which has two objective functions. The Pareto front and the optimal solution set for the application were presented to give the possible solutions to a decision maker or a designer. Furthermore, the relation between linearly combined single-objective optimization problem and Pareto optimization problem has been studied.
Keywords
Pareto Artificial Life Algorithm; Pareto Optimum Design; Artificial Life Algorithm; Journal Bearing;
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Times Cited By KSCI : 2  (Citation Analysis)
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