Sensitivity analysis of combinatorial optimization problems using evolutionary bilevel optimization and data mining

Sensitivity analysis in general deals with the question of how changes in input data of a model affect its output data. In the context of optimization problems, such an analysis could, for instance, address how changes in capacity constraints affect the optimal solution value. Although well establis...

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Bibliographic Details
Published in:	Annals of mathematics and artificial intelligence Vol. 91; no. 2-3; pp. 309 - 328
Main Authors:	Schulte, Julian, Nissen, Volker
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.06.2023 Springer Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Combinatorial analysis Complex Systems Computer Science Data mining Decision making Evolutionary computation Linear programming Mathematics Operations research Optimization Optimization models Sensitivity analysis Visualization (Computers) 90C31 Sensitivity analysis Evolutionary bilevel optimization Combinatorial optimization Data mining Generalized assignment
ISSN:	1012-2443, 1573-7470
Online Access:	Get full text
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