A Quasi-Newton Population Migration Algorithm for Solving Systems of Nonlinear Equations
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| Title | A Quasi-Newton Population Migration Algorithm for Solving Systems of Nonlinear Equations |
| Authors | |
| Abstract | In this paper, the problem on solving nonlinear equations is transformed into that of function optimization. A new Quasi-Newton Population Migration Algorithm (QPMA) is proposed via combination of population migration algorithm and Quasi-Newton method. The algorithm has the advantages of the Population Migration Algorithm (PMA) such as region search in a certain extent and avoid getting into the local optimum and the Quasi-Newton method such as Quasi-Newton’s local strong searching. Finally, the numerical experiments result show that this algorithm can find the rapid and effective interval solution and the probability of success is higher. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2011-01-01 |
| Source | Journal of Computers Vol 6, No 1 (2011): Special Issue: Research Findings in Computer Science-Technology and Application |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |