Handbook of Test Problems in Local and Global Optimization

Christodoulos A. Floudas, Panos M. Pardalos, Claire Adjiman, William R. Esposito, Zeynep H. Gümüs (Autoren)

Buch | Softcover

442 Seiten

2010 | 1st ed. Softcover of orig. ed. 1999
Springer-Verlag New York Inc.
978-1-4419-4812-0 (ISBN)

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Significant research activities have taken place in the areas of local and global optimization in the last two decades. Many new theoretical, computational, algorithmic, and software contributions have resulted. It has been realized that despite these numerous contributions, there does not exist a systematic forum for thorough experimental computational testing and· evaluation of the proposed optimization algorithms and their implementations. Well-designed nonconvex optimization test problems are of major impor tance for academic and industrial researchers interested in algorithmic and software development. It is remarkable that eventhough nonconvex models dominate all the important application areas in engineering and applied sci ences, there is only a limited dass of reported representative test problems. This book reflects our long term efforts in designing a benchmark database and it is motivated primarily from the need for nonconvex optimization test problems. The present collection of benchmarks indudes test problems from literature studies and a large dass of applications that arise in several branches of engineering and applied science.

1 Introduction.- 2 Quadratic Programming Problems.- 3 Quadratically Constrained Problems.- 4 Univariate Polynomial Problems.- 5 Bilinear problems.- 6 Biconvex and (D.C.) Problems.- 7 Generalized Geometric Programming.- 8 Twice Continuously Differentiable NLPs.- 9 Bilevel Programming Problems.- 10 Complementarity Problems.- 11 Semidefinite Programming Problems.- 12 Mixed-Integer Nonlinear Problems.- 13 Combinatorial Optimization Problems.- 14 Nonlinear Systems of Equations.- 15 Dynamic Optimization Problems.

Erscheint lt. Verlag	7.12.2010
Reihe/Serie	Nonconvex Optimization and Its Applications ; 33
Zusatzinfo	XVI, 442 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	160 x 240 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Mathematik ► Analysis
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
	Naturwissenschaften ► Chemie ► Technische Chemie
	Technik
ISBN-10	1-4419-4812-0 / 1441948120
ISBN-13	978-1-4419-4812-0 / 9781441948120
Zustand	Neuware