03414nam a22005535i 4500 978-981-97-2435-2 DE-He213 20251030112238.0 cr nn 008mamaa 240527s2024 si | s |||| 0|eng d 9789819724352 978-981-97-2435-2 10.1007/978-981-97-2435-2 doi T57.6-.97 KJT bicssc KJMD bicssc BUS049000 bisacsh KJT thema KJMD thema Ram, Bhagwat. author. aut http://id.loc.gov/vocabulary/relators/aut 77653 Unconstrained Optimization and Quantum Calculus [electronic resource] / by Bhagwat Ram, Shashi Kant Mishra, Kin Keung Lai, Predrag Rajković. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XV, 138 p. 41 illus., 35 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Uncertainty and Operations Research, 2195-9978 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. 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. Operations research. 57943 Operations Research and Decision Theory. 67143 Mishra, Shashi Kant. author. aut http://id.loc.gov/vocabulary/relators/aut 77654 Lai, Kin Keung. author. aut http://id.loc.gov/vocabulary/relators/aut 77655 Rajković, Predrag. author. aut http://id.loc.gov/vocabulary/relators/aut 77656 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819724345 Printed edition: 9789819724369 Printed edition: 9789819724376 Uncertainty and Operations Research, 2195-9978 77657 https://doi.org/10.1007/978-981-97-2435-2 ZDB-2-BUM ZDB-2-SXBM 60225 60225