Deterministic and Stochastic Models in Optimization Theory

Lieferzeit: Lieferbar innerhalb 14 Tagen

55,90 

Optimization, Optical Designing, Stability Analysis, Log-scaled Mutation, Genetic Algorithm

ISBN: 6202003758
ISBN 13: 9786202003759
Autor: Kuipo Kibindé, Jude/Tiwari, Bhupendra Nath/Gupta, Neeraj
Verlag: LAP LAMBERT Academic Publishing
Umfang: 132 S.
Erscheinungsdatum: 13.08.2017
Auflage: 1/2017
Format: 0.8 x 22 x 15
Gewicht: 215 g
Produktform: Kartoniert
Einband: KT
Artikelnummer: 2767745 Kategorie:

Beschreibung

Optimization theory emerges as an integral part of applied mathematics in order to address complex scientific and engineering problems. Optical optimization is formulated mathematically by considering the corresponding focal length of the lens/ mirror as the objective function subject to object distance and lateral magnification. The stability domains of objective function are examined by multivariable calculus and eigenvalue analysis. Qualitative depictions of stability components are provided to enhance the comprehension of optical systems. This book gives criteria for the domains in searching the global optima. We discuss the notion of the intrinsic optical length, zoom-in, zoom-out, power, constrained and multicomponent optimizations. We propose an Enhanced Selection and Log-scaled Mutation Genetic Algorithm as a metaheuristic optimizer, which arises via the simulated annealing selection and adaptive log-scaled mutation schemes. A hybridization of deterministic and metaheuristic optimization emerges as a novel tool towards industrial applications. Validation on various objective functions reveals that our proposal offers improved convergence in realism of the Genetic Algorithm.

Autorenporträt

Er. Jude Kuipo Kibindé is a communication network and security graduate, Dr. Bhupendra Nath Tiwari is a theoretical and mathematical scientist, Dr. Neeraj Gupta is an electrical engineer and Prof. Ninoslav Marina is an information theorist at UIST Ohrid, Macedonia. Our research interests encompass theoretical and mathematical aspects of S&T.

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