Handbook of Test Problems in Local and Global Optimization
(Sprache: Englisch)
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...
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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.
Inhaltsverzeichnis zu „Handbook of Test Problems in Local and Global Optimization “
- Preface1. 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
Bibliographische Angaben
- Autoren: Christodoulos A. Floudas , Panos M. Pardalos , Claire Adjiman , William R. Esposito , Zeynep H. Gümüs , Step Harding
- 2010, XVI, 442 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1441948120
- ISBN-13: 9781441948120
Sprache:
Englisch
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