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A direct method for solving calculus of variations problems using the whale optimization algorithm
- 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.
- Subjects :
- Optimization problem
Optimization algorithm
Computer science
020209 energy
Cognitive Neuroscience
Numerical analysis
Direct method
Finite difference
02 engineering and technology
Discrete form
Mathematics (miscellaneous)
Dimension (vector space)
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer Vision and Pattern Recognition
Calculus of variations
Algorithm
Subjects
Details
- ISSN :
- 18645917 and 18645909
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Evolutionary Intelligence
- Accession number :
- edsair.doi...........c5fba7a911d311253829820fa5b87a9b