Nonlinear Multiobjective Optimization - Claus Hillermeier

Nonlinear Multiobjective Optimization

A Generalized Homotopy Approach
Buch | Softcover
IX, 135 Seiten
2012 | 1. Softcover reprint of the original 1st ed. 2001
Springer Basel (Verlag)
978-3-0348-9501-9 (ISBN)
53,49 inkl. MwSt

Arguably, many industrial optimization problems are of the multiobjective type. The present work, after providing a survey of the state of the art in multiobjective optimization, gives new insight into this important mathematical field by consequently taking up the viewpoint of differential geometry. This approach, unprecedented in the literature, very naturally results in a generalized homotopy method for multiobjective optimization which is theoretically well-founded and numerically efficient. The power of the new method is demonstrated by solving two real-life problems of industrial optimization.
The book presents recent results obtained by the author and is aimed at mathematicians, scientists, students and practitioners interested in optimization and numerical homotopy methods.

1 Introduction.- 2 Vector Optimization in Industrial Applications.- 3 Principles and Methods of Vector Optimization.- 4 The Connection with Scalar-Valued Optimization.- 5 The Manifold of Stationary Points.- 6 Homotopy Strategies.- 7 Numerical Results.

Erscheint lt. Verlag 10.11.2012
Reihe/Serie International Series of Numerical Mathematics
Zusatzinfo IX, 135 p.
Verlagsort Basel
Sprache englisch
Maße 155 x 235 mm
Gewicht 234 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Schlagworte Geometry • homotopy theory • Multi-Objective Optimization • Numerical analysis • Optimization • Vector Optimization
ISBN-10 3-0348-9501-1 / 3034895011
ISBN-13 978-3-0348-9501-9 / 9783034895019
Zustand Neuware
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