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A direct method for solving calculus of variations problems using the whale optimization algorithm

Authors :
Seyed Hamed Hashemi Mehne
Seyedali Mirjalili
Source :
Evolutionary Intelligence. 12:677-688
Publication Year :
2019
Publisher :
Springer Science and Business Media LLC, 2019.

Abstract

A numerical algorithm for solving problems of calculus of variations is proposed and analyzed in the present paper. The method is based on direct minimizing the functional in its discrete form with finite dimension. To solve the resulting optimization problem , the recently proposed whale optimization algorithms is used and adopted. The method proposed in this work is capable of solving constrained and unconstrained problems with fixed or free endpoint conditions. Numerical examples are given to check the validity and accuracy of the proposed method in practice. The results show the superior accuracy and efficiency of the proposed technique as compared to other numerical methods.

Details

ISSN :
18645917 and 18645909
Volume :
12
Database :
OpenAIRE
Journal :
Evolutionary Intelligence
Accession number :
edsair.doi...........c5fba7a911d311253829820fa5b87a9b