Multiple Alternate Steps Gradient Methods For Unconstrained Optimization

QR Code

Multiple Alternate Steps Gradient Methods For Unconstrained Optimization

The focus of this thesis is on finding the unconstrained minimizer of a function by using the alternate steps gradient methods. Specifically, we will focus on the well-known classes of gradient methods called the steepest descent (SD) method and Barzilai-Borwein (BB) method. First we briefly give...

Full description

Bibliographic Details
Main Author:	Lee, Sui Fong
Format:	Thesis
Language:	English English
Published:	2009
Subjects:	Conjugate gradient methods Mathematical optimization
Online Access:	http://psasir.upm.edu.my/id/eprint/12367/ http://psasir.upm.edu.my/id/eprint/12367/1/IPM_2009_11A.pdf

Similar Items

Conjugate gradient methods with sufficient descent condition for large-scale unconstrained optimization
by: Ling, Mei Mei
Published: (2015)

Modified quasi-Newton type methods using gradient flow system for solving unconstrained optimization
by: Yap, Chui Ying
Published: (2016)

Scaled three-term conjugate gradient method via Davidon-Fletcher-Powell update for unconstrained optimization
by: Ibrahim, Arzuka
Published: (2015)

Pengubahsuaian ke Atas Kaedah Kecerunan Konjugat untuk Peminimuman Tak Berkekangan
by: Bachok @ Lati, Norfifah
Published: (2003)

Gradient-free method for nonsmooth distributed optimization
by: Li, J., et al.
Published: (2015)

Sufficient descent three term conjugate gradient method via symmetric rank-one update for large-scale optimization
by: Moyi, Aliyu Usman, et al.
Published: (2016)

Distributed proximal-gradient methods for convex optimization with inequality constraints
by: Li, J., et al.
Published: (2014)

Second-order blind signal separation with optimal step size
by: Dam, Hai Huyen, et al.
Published: (2013)

Preconditioning Subspace Quasi-Newton Method for Large Scale Unconstrained Optimization
by: Sim, Hong Sen
Published: (2011)

Modified Quasi-Newton Methods For Large-Scale Unconstrained Optimization
by: Leong, Wah June
Published: (2003)

Globalization of Barzilai and Borwein Method for Unconstrained Optimization
by: Farid, Mahboubeh
Published: (2009)

Gradient-Type Methods for Unconstrained Optimization
by: Guan, Hui Shan
Published: (2015)

Half-Sweep Conjugate Gradient method for solving first order linear Fredholm integro-differential equations
by: Aruchunan, Elayaraja, et al.
Published: (2010)

Half-sweep Conjugate Gradient Method for Solving First Order Linear Fredholm Integro-differential Equations
by: Aruchunan, Elayaraja, et al.
Published: (2011)

Quasi-Newton type method via weak secant equations for unconstrained optimization
by: Lim, Keat Hee
Published: (2021)

Generalized Barzilai and Borwein method for large-scale unconstrained optimization.
by: Koo, Boon Yuan
Published: (2011)

A Class of Diagonally Preconditioned Limited Memory Quasi-Newton Methods for Large-Scale Unconstrained Optimization
by: Chen, Chuei Yee
Published: (2009)

Convergence and Stability of Line Search Methods for Unconstrained Optimization
by: Leong, Wah, et al.
Published: (2013)

Gradient method with multiple damping for large-scale unconstrained optimization
by: Sim, Hong Seng, et al.
Published: (2019)

Principal component analysis of image gradient orientations for face recognition
by: Tzimiropoulos, Georgios, et al.
Published: (2011)

A New Hybrid Optimization Algorithm for the Estimation of Archie Parameters
by: liu, J., et al.
Published: (2015)

A New Computational Method for a Class of Free Terminal Time Optimal Control Problems
by: Qun, Lin, et al.
Published: (2011)

New BFGS method for unconstrained optimization problem based on modified Armijo line search
by: Wan, Zhong, et al.
Published: (2012)

FFT-based estimation of large motions in images: a robust gradient-based approach
by: Tzimiropoulos, Georgios, et al.
Published: (2009)

Stochastic optimal controls with delay
by: Wang, Zimeng
Published: (2017)

Formation Control of Multiple Agents with Preserving Connectivity and its Application to Gradient Climbing
by: Do, Khac
Published: (2012)

A new two-step gradient-type method for large-scale unconstrained optimization
by: Farid, Mahboubeh, et al.
Published: (2010)

A New Computational Method for Optimizing Nonlinear Impulsive Systems
by: Lin, Qun, et al.
Published: (2011)

Gradient Type Optimization for Unconstrained Optimization
by: Guan, Hui Shan
Published: (2016)

Implementation of Symmetric Rank-One Methods for Unconstrained Optimization
by: Khiyaban, Farzin Modarres
Published: (2010)

Multi-step spectral gradient methods with modified weak secant relation for large scale unconstrained optimization
by: Hong, Seng Sim, et al.
Published: (2018)

Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)

Symmetric rank-one method and its modifications for unconstrained optimization
by: Moyi, Aliyu Usman
Published: (2014)

Gradient delivery of bioactive molecules across porous hydrogels
by: Eltaher, Hoda M.M.A.
Published: (2016)

A First-Order Optimal Zero-Forcing Beamformer Design for Multiuser MIMO Systems via a Regularized Dual Accelerated Gradient Method
by: Li, Bin, et al.
Published: (2015)

Switching time optimization for nonlinear switched systems: Direct optimization and the time-scaling transformation
by: Loxton, Ryan, et al.
Published: (2014)

A meshfree method with gradient smoothing for free vibration and buckling analysis of a strain gradient thin plate
by: Wang, B.B., et al.
Published: (2021)

Hydrotropism: analysis of the root response to a moisture gradient
by: Antoni, Regina, et al.
Published: (2016)

Optimal control problems involving constrained, switched, and delay systems
by: Loxton, Ryan Christopher
Published: (2010)

A scaled three-term conjugate gradient method for unconstrained optimization
by: Arzuka, Ibrahim, et al.
Published: (2016)