Advancing Parametric Optimization: On Multiparametric Linear Complementarity Problems with Parameters in General Locations (SpringerBriefs in Optimization) - Softcover

Adelgren, Nathan

 
9783030618209: Advancing Parametric Optimization: On Multiparametric Linear Complementarity Problems with Parameters in General Locations (SpringerBriefs in Optimization)
Softcover
ISBN 10: 303061820X ISBN 13: 9783030618209
Verlag: Springer, 2021

Inhaltsangabe

The theory presented in this work merges many concepts from mathematical optimization and real algebraic geometry. When unknown or uncertain data in an optimization problem is replaced with parameters, one obtains a multi-parametric optimization problem whose optimal solution comes in the form of a function of the parameters.The theory and methodology presented in this work allows one to solve both Linear Programs and convex Quadratic Programs containing parameters in any location within the problem data as well as multi-objective optimization problems with any number of convex quadratic or linear objectives and linear constraints. Applications of these classes of problems are extremely widespread, ranging from business and economics to chemical and environmental engineering. Prior to this work, no solution procedure existed for these general classes of problems except for the recently proposed algorithms

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Über die Autorin bzw. den Autor

​Nathan Adelgren earned his Ph.D. in Mathematical Sciences from Clemson University in 2016. He is currently an Associate Professor in the Department of Mathematics and Computer Science at Edinboro University in Edinboro, PA. His research interests are in the general field of Operations Research and include developing novel solution procedures for nontraditional optimization problems in the form of multicriteria, multiparametric, and mixed-integer programs as well as various combinations of these.

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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
303061820X
ISBN 13 
9783030618209
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
128
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