LMRPID-397431
Page 56
1st April 2022
Sensitivity Analysis in Calculus of Variations
Researcher- Zumana Alam | LGMID-27199320190101503
Reviewed by:
1. Dr. Anthony
2. DH Sakib
3. Taskin Karim
Paper preview
1. Abstract
2. Introduction
3. Literature Review
4. Methodology
5. Findings
6. Conclusion
7. References
Abstract
This study summary primarily examines the topic of sensitivity analysis in the calculus of variations. In order to determine the boundary value problem, the set of equations, and the partial derivatives (sensitivities) of the objective function value, as well as the primal and dual optimal solutions with consideration to all factors, a perturbation technique is used. The proposed method is demonstrated using two examples of applications, a simple mathematical issue and a slope stability analysis issue which uses a nonstandard problem of the calculus of variations since it is a quotient of integrals. The key contribution of this study is the provision of new theorems (theorem 3.1 and 4.1, see[1]) that allow us to derive simple formulas for the parameters affecting the sensitivities of the target function (finite or infinite). This method enables us to generate closed formulas for the data’s sensitivity to the objective function. The method established in this study is easily applied to more complex calculus of variations scenarios, such as those involving multiple unknown functions, numerous integrals, etc. The sensitivity of BVP and the linear systems of equations and theorems presented in this paper is useful for mathematicians, engineers, and practical researchers in general. This would enable them to include sensitivity analysis in their answers to situations involving calculus of variations, improving the caliber of their work.
References
Castillo, E., Conejo, A. J., & Aranda, E. (2008). Sensitivity analysis in calculus of variations. Some applications. SIAM
Gelfand, I. M., & Silverman, R. A. (2000). Calculus of variations. Courier Corporation. review, 50(2), 294-312.
Giaquinta, M., & Hildebrandt, S. (2013). Calculus of variations II (Vol. 311). Springer Science & Business Media.
Dacorogna, B. (2007). Direct methods in the calculus of variations (Vol. 78). Springer Science & Business Media.
Weinstock, R. (1974). Calculus of variations: with applications to physics and engineering. Courier Corporation.
Morse, M. (1934). The calculus of variations in the large (Vol. 18). American Mathematical Soc.
Sagan, H. (1992). Introduction to the Calculus of Variations. Courier Corporation.
Giusti, E. (2003). Direct methods in the calculus of variations. World Scientific.
Wan, F. (2017). Introduction to the Calculus of Variations and its Applications. Chapman and Hall/CRC.
Yasue, K. (1981). Stochastic calculus of variations. Journal of functional Analysis, 41(3), 327-340.
Keywords
Calculus of Variations, Euler–Lagrange equations, slope stability, natural and transversality conditions, perturbation analysis
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