Custom cover image
Custom cover image

Unconstrained Optimization and Quantum Calculus / by Bhagwat Ram, Shashi Kant Mishra, Kin Keung Lai, Predrag Rajković

By: Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Uncertainty and Operations ResearchPublisher: Singapore : Springer Nature Singapore, 2024Publisher: Singapore : Imprint: Springer, 2024Description: 1 Online-Ressource (XV, 138 p. 41 illus., 35 illus. in color.)ISBN:
  • 9789819724352
Subject(s): Additional physical formats: 9789819724345 | 9789819724369 | 9789819724376 | Erscheint auch als: 9789819724345 Druck-Ausgabe | Erscheint auch als: 9789819724369 Druck-Ausgabe | Erscheint auch als: 9789819724376 Druck-AusgabeDOI: DOI: 10.1007/978-981-97-2435-2Online resources: Summary: Historical Note on Unconstrained Optimization and Quantum Calculus -- Basics of Unconstrained Optimization and Quantum Calculus -- Quantum-Steepest Descent Method with Quasi-Fejér Convergence -- Quantum- Fletcher-Reeves Conjugate Gradient Method -- Quantum-Polak-Ribière-Polyak -- Conjugate Gradient Method.-Quantum-Dai-Yuan Conjugate Gradient Method -- Quantum-Broyden-Fletcher-Goldfarb-Shanno Method -- Quantum-Limited Memory Broyden-Fletcher-Goldfarb-Shanno Method.Summary: This book provides a better clue to apply quantum derivative instead of classical derivative in the modified optimization methods, compared with the competing books which employ a number of standard derivative optimization techniques to address large-scale, unconstrained optimization issues. Essential proofs and applications of the various techniques are given in simple manner without sacrificing accuracy. New concepts are illustrated with the help of examples. This book presents the theory and application of given optimization techniques in generalized and comprehensive manner. Methods such as steepest descent, conjugate gradient and BFGS are generalized and comparative analyses will show the efficiency of the techniques.PPN: PPN: 1890576484Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-BUM | ZDB-2-SXBM
No physical items for this record
KIT – The Research University in the Helmholtz Association                         Home | Impressum | Datenschutz | Barrierefreiheit | KIT