Exactness Property of the Exact Absolute Value Penalty Function Method for Solving Convex Nondifferentiable Interval-Valued Optimization Problems

In the paper, the classical exact absolute value function method is used for solving a nondifferentiable constrained interval-valued optimization problem with both inequality and equality constraints. The property of exactness of the penalization for the exact absolute value penalty function method...

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Published in:Journal of optimization theory and applications Vol. 176; no. 1; pp. 205 - 224
Main Author: Antczak, T.
Format: Journal Article
Language:English
Published: New York Springer US 2018
Springer Nature B.V
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Abstract In the paper, the classical exact absolute value function method is used for solving a nondifferentiable constrained interval-valued optimization problem with both inequality and equality constraints. The property of exactness of the penalization for the exact absolute value penalty function method is analyzed under assumption that the functions constituting the considered nondifferentiable constrained optimization problem with the interval-valued objective function are convex. The conditions guaranteeing the equivalence of the sets of LU-optimal solutions for the original constrained interval-valued extremum problem and for its associated penalized optimization problem with the interval-valued exact absolute value penalty function are given.
AbstractList In the paper, the classical exact absolute value function method is used for solving a nondifferentiable constrained interval-valued optimization problem with both inequality and equality constraints. The property of exactness of the penalization for the exact absolute value penalty function method is analyzed under assumption that the functions constituting the considered nondifferentiable constrained optimization problem with the interval-valued objective function are convex. The conditions guaranteeing the equivalence of the sets of LU-optimal solutions for the original constrained interval-valued extremum problem and for its associated penalized optimization problem with the interval-valued exact absolute value penalty function are given.
Author Antczak, T.
Author_xml – sequence: 1
  givenname: T.
  surname: Antczak
  fullname: Antczak, T.
  email: antczak@math.uni.lodz.pl
  organization: Faculty of Mathematics and Computer Science, University of Łódź
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Issue 1
Keywords Exact absolute value penalty function method
49M30
90C30
90C25
Interval-valued optimization problem
Exactness of the exact absolute value penalty function method
Penalized optimization problem with the interval-valued exact absolute value penalty function
LU-convex function
Language English
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PublicationTitle Journal of optimization theory and applications
PublicationTitleAbbrev J Optim Theory Appl
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Snippet In the paper, the classical exact absolute value function method is used for solving a nondifferentiable constrained interval-valued optimization problem with...
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SubjectTerms Applications of Mathematics
Calculus of Variations and Optimal Control; Optimization
Engineering
Mathematical programming
Mathematics
Mathematics and Statistics
Operations Research/Decision Theory
Optimization
Penalty function
Queuing theory
Theory of Computation
Title Exactness Property of the Exact Absolute Value Penalty Function Method for Solving Convex Nondifferentiable Interval-Valued Optimization Problems
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