|Table of Contents|

Inverse Non-steady Natural Convection Problem Including Moving Interface Based on Improved Genetic Algorithm

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2011年01期
Page:
132-137
Research Field:
Publishing date:

Info

Title:
Inverse Non-steady Natural Convection Problem Including Moving Interface Based on Improved Genetic Algorithm
Author(s):
HU Cheng-yao12HUANG Pei12
1. College of Chemistry and Chemical Engineering,Nanjing University of Technology; 2. State Key Laboratory of Materials-oriented Chemical Engineering,Nanjing 210009,China
Keywords:
inverse problems parameter identification natural convective mass transfer genetic algorithm moving interface
PACS:
TQ021. 14
DOI:
-
Abstract:
To effectively study natural convection inverse problems,a new approach based on hybrid genetic algorithm for an inverse non-steady natural convection problem including moving interface is proposed. It transforms the inverse problem of parameter identification into solution of optimization problem using hybrid genetic algorithm. The direct problem is numerically solved by the finite element method. The hybrid genetic algorithm is encoded in real number,and its performance is improved by introducing a local optimization algorithm based on simple genetic algorithm. The numerical simulation results show that the method can effectively solve the inverse natural convection problem including moving interface,mass transfer and flow,and has higher accuracy and quicker convergent speed than the existed methods and is easy to program and calculate.

References:

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Last Update: 2012-02-28