Abstract:
We propose a general cutting method for conditional minimization of continuous functions. We calculate iteration points by partially immersing the admissible set in approximating polyhedral sets. We describe the features of the proposed method and prove its convergence. The constructed general method does not imply the inclusion of each of approximating sets in the previous one. This feature allows us to construct cutting algorithms which periodically drop any additional restrictions which occur in the solution process.
Citation:
I. Ya. Zabotin, R. S. Yarullin, “One approach to constructing cutting algorithms with dropping of cutting planes”, Izv. Vyssh. Uchebn. Zaved. Mat., 2013, no. 3, 74–79; Russian Math. (Iz. VUZ), 57:3 (2013), 60–64
This publication is cited in the following 15 articles:
I. Ya. Zabotin, O. N. Shulgina, R. S. Yarullin, “Relaksatsionnyi variant metoda otsechenii s approksimatsiei oblasti ogranichenii”, Uchen. zap. Kazan. un-ta. Ser. Fiz.-matem. nauki, 165, no. 2, Izd-vo Kazanskogo un-ta, Kazan, 2023, 143–152
Igor Zabotin, Oksana Shulgina, Rashid Yarullin, Communications in Computer and Information Science, 1881, Mathematical Optimization Theory and Operations Research: Recent Trends, 2023, 54
I. Ya. Zabotin, K. E. Kazaeva, O. N. Shul'gina, “A cutting-plane method with internal iteration points for the general convex programming problem”, Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, 165:3 (2023), 208–218
Igor Zabotin, Oksana Shulgina, Rashid Yarullin, Communications in Computer and Information Science, 1661, Mathematical Optimization Theory and Operations Research: Recent Trends, 2022, 218
Rashid Yarullin, Communications in Computer and Information Science, 1275, Mathematical Optimization Theory and Operations Research, 2020, 150
O. N. Shulgina, R. S. Yarullin, I. Ya. Zabotin, “A cutting method with approximation of a constraint region and an epigraph for solving conditional minimization problems”, Lobachevskii J. Math., 39:6 (2018), 847–854
Kalpana Dahiya, “Constrained integer fractional programming problem with box constraints”, SeMA, 74:4 (2017), 441
I. Ya. Zabotin, O. N. Shul'gina, R. S. Yarullin, “Minimization method with approximation of constraint zone and epigraph of objective function”, Russian Math. (Iz. VUZ), 60:11 (2016), 78–81
I Ya Zabotin, O N Shulgina, R S Yarullin, “A minimization method on the basis of embedding the feasible set and the epigraph”, IOP Conf. Ser.: Mater. Sci. Eng., 158 (2016), 012098
I. Ya. Zabotin, R. S. Yarullin, “Cutting-plane method based on epigraph approximation with discarding the cutting planes”, Autom. Remote Control, 76:11 (2015), 1966–1975
I. Ya. Zabotin, R. S. Yarullin, “A cutting-plane method without inclusions of approximating sets for conditional minimization”, Lobachevskii J Math, 36:2 (2015), 132
I. Ya. Zabotin, R. S. Yarullin, “Metod otsechenii s obnovleniem approksimiruyuschikh mnozhestv i ego kombinirovanie s drugimi algoritmami”, Izvestiya Irkutskogo gosudarstvennogo universiteta. Seriya Matematika, 10 (2014), 13–26
I. Ya. Zabotin, O. N. Shulgina, R. S. Yarullin, “Metod otsechenii i postroenie na ego osnove smeshannykh algoritmov minimizatsii”, Uchen. zap. Kazan. un-ta. Ser. Fiz.-matem. nauki, 156, no. 4, Izd-vo Kazanskogo un-ta, Kazan, 2014, 14–24
I. Ya. Zabotin, R. S. Yarullin, “Metod otsechenii s obnovleniem pogruzhayuschikh mnozhestv i otsenki tochnosti resheniya”, Uchen. zap. Kazan. un-ta. Ser. Fiz.-matem. nauki, 155, no. 2, Izd-vo Kazanskogo un-ta, Kazan, 2013, 54–64
I. Ya. Zabotin, R. S. Yarullin, “Algoritm otsechenii s approksimatsiei nadgrafika”, Uchen. zap. Kazan. un-ta. Ser. Fiz.-matem. nauki, 155, no. 4, Izd-vo Kazanskogo un-ta, Kazan, 2013, 48–54