Saman Babaie-Kafaki

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 33

Top Topics

Regression Model

Conjugate Gradient

Multiobjective Optimization

Compressive Sensing

Top Venues

Numer. Algorithms

RAIRO Oper. Res.

Optim. Methods Softw.

Publications

Zohre Aminifard, Saman Babaie-Kafaki, Fereidoun Habibian-Dehkordi, Maria Toofan
Accelerated nonmonotone line search technique for multiobjective optimization. RAIRO Oper. Res. 58 (4) (2024)
Saman Babaie-Kafaki, Nasrin Mirhoseini, Zohre Aminifard
A class of CG algorithms overcoming jamming of the iterative solving process and its application in image restoration. J. Comput. Appl. Math. 442 (2024)
Fatemeh Dargahi, Saman Babaie-Kafaki, Zohre Aminifard
Eigenvalue Analyses on the Memoryless Davidon-Fletcher-Powell Method Based on a Spectral Secant Equation. J. Optim. Theory Appl. 200 (1) (2024)
Zeinab Saeidian, Zohre Aminifard, Saman Babaie-Kafaki
A nonmonotone adaptive trust region technique with a forgetting factor. Int. J. Comput. Math. 101 (5) (2024)
Zohre Aminifard, Saman Babaie-Kafaki
An approximate Newton-type proximal method using symmetric rank-one updating formula for minimizing the nonsmooth composite functions. Optim. Methods Softw. 38 (3) (2023)
Zohre Aminifard, Saman Babaie-Kafaki, Nasrin Mirhoseini
An Accelerated Three-Term Extension of a Descent Nonlinear Conjugate Gradient Method. Asia Pac. J. Oper. Res. 40 (3) (2023)
Saman Babaie-Kafaki
A survey on the Dai-Liao family of nonlinear conjugate gradient methods. RAIRO Oper. Res. 57 (1) (2023)
Zohre Aminifard, Saman Babaie-Kafaki
A nonmonotone ADMM-based diagonal quasi-Newton Update with Application to the compressive Sensing Problem. Math. Model. Anal. 28 (4) (2023)
Saman Babaie-Kafaki, Nasrin Mirhoseini, Zohre Aminifard
A descent extension of a modified Polak-Ribière-Polyak method with application in image restoration problem. Optim. Lett. 17 (2) (2023)
Mahdi Roozbeh, Saman Babaie-Kafaki, Zohre Aminifard
A nonlinear mixed-integer programming approach for variable selection in linear regression model. Commun. Stat. Simul. Comput. 52 (11) (2023)
Zohre Aminifard, Saman Babaie-Kafaki, Fatemeh Dargahi
Nonmonotone Quasi-Newton-based conjugate gradient methods with application to signal processing. Numer. Algorithms 93 (4) (2023)
Zohre Aminifard, Saman Babaie-Kafaki
A diagonally scaled Newton-type proximal method for minimization of the models with nonsmooth composite cost functions. Comput. Appl. Math. 42 (8) (2023)
Mahdi Roozbeh, Saman Babaie-Kafaki, Zohre Aminifard
Improved high-dimensional regression models with matrix approximations applied to the comparative case studies with support vector machines. Optim. Methods Softw. 37 (5) (2022)
Zohre Aminifard, Saman Babaie-Kafaki
Dai-Liao extensions of a descent hybrid nonlinear conjugate gradient method with application in signal processing. Numer. Algorithms 89 (3) (2022)
Zohre Aminifard, Alireza Hosseini, Saman Babaie-Kafaki
Modified conjugate gradient method for solving sparse recovery problem with nonconvex penalty. Signal Process. 193 (2022)
Saman Babaie-Kafaki, Zohre Aminifard, Saeide Ghafoori
A hybrid quasi-Newton method with application in sparse recovery. Comput. Appl. Math. 41 (6) (2022)
Zohre Aminifard, Saman Babaie-Kafaki
A restart scheme for the Dai-Liao conjugate gradient method by ignoring a direction of maximum magnification by the search direction matrix. RAIRO Oper. Res. 54 (4) (2020)
Zohre Aminifard, Saman Babaie-Kafaki
An optimal parameter choice for the Dai-Liao family of conjugate gradient methods by avoiding a direction of the maximum magnification by the search direction matrix. 4OR 17 (3) (2019)
Saman Babaie-Kafaki, Saeed Rezaee
A randomized nonmonotone adaptive trust region method based on the simulated annealing strategy for unconstrained optimization. Int. J. Intell. Comput. Cybern. 12 (3) (2019)
Saman Babaie-Kafaki
A hybrid scaling parameter for the scaled memoryless BFGS method based on the ℓ∞ matrix norm. Int. J. Comput. Math. 96 (8) (2019)
Saeed Rezaee, Saman Babaie-Kafaki
An adaptive nonmonotone trust region algorithm. Optim. Methods Softw. 34 (2) (2019)
Saeed Rezaee, Saman Babaie-Kafaki
An adaptive nonmonotone trust region method based on a modified scalar approximation of the Hessian in the successive quadratic subproblems. RAIRO Oper. Res. 53 (3) (2019)
Saman Babaie-Kafaki, Zohre Aminifard
Two-parameter scaled memoryless BFGS methods with a nonmonotone choice for the initial step length. Numer. Algorithms 82 (4) (2019)
Saman Babaie-Kafaki, Saeed Rezaee
Two accelerated nonmonotone adaptive trust region line search methods. Numer. Algorithms 78 (3) (2018)
Saman Babaie-Kafaki, Reza Ghanbari
A class of adaptive Dai-Liao conjugate gradient methods based on the scaled memoryless BFGS update. 4OR 15 (1) (2017)
Saman Babaie-Kafaki, Reza Ghanbari, Nezam Mahdavi-Amiri
Hybridizations of genetic algorithms and neighborhood search metaheuristics for fuzzy bus terminal location problems. Appl. Soft Comput. 46 (2016)
Saman Babaie-Kafaki, Reza Ghanbari
Descent Symmetrization of the Dai-Liao Conjugate Gradient Method. Asia Pac. J. Oper. Res. 33 (2) (2016)
Saman Babaie-Kafaki, Reza Ghanbari
A descent hybrid modification of the Polak-Ribière-Polyak conjugate gradient method. RAIRO Oper. Res. 50 (3) (2016)
Saman Babaie-Kafaki
A modified scaling parameter for the memoryless BFGS updating formula. Numer. Algorithms 72 (2) (2016)
Saman Babaie-Kafaki
On optimality of two adaptive choices for the parameter of Dai-Liao method. Optim. Lett. 10 (8) (2016)
Saman Babaie-Kafaki, Reza Ghanbari
A hybridization of the Hestenes-Stiefel and Dai-Yuan conjugate gradient methods based on a least-squares approach. Optim. Methods Softw. 30 (4) (2015)
Saman Babaie-Kafaki, Reza Ghanbari
A hybridization of the Polak-Ribière-Polyak and Fletcher-Reeves conjugate gradient methods. Numer. Algorithms 68 (3) (2015)
Saman Babaie-Kafaki
On Optimality of the Parameters of Self-Scaling Memoryless Quasi-Newton Updating Formulae. J. Optim. Theory Appl. 167 (1) (2015)
Saman Babaie-Kafaki
Two modified scaled nonlinear conjugate gradient methods. J. Comput. Appl. Math. 261 (2014)
Saman Babaie-Kafaki, Reza Ghanbari
Two modified three-term conjugate gradient methods with sufficient descent property. Optim. Lett. 8 (8) (2014)
Saman Babaie-Kafaki, Reza Ghanbari
A descent family of Dai-Liao conjugate gradient methods. Optim. Methods Softw. 29 (3) (2014)
Saman Babaie-Kafaki, Reza Ghanbari
A descent extension of the Polak-Ribière-Polyak conjugate gradient method. Comput. Math. Appl. 68 (12) (2014)
Saman Babaie-Kafaki, Reza Ghanbari
The Dai-Liao nonlinear conjugate gradient method with optimal parameter choices. Eur. J. Oper. Res. 234 (3) (2014)
Saman Babaie-Kafaki
On the sufficient descent condition of the Hager-Zhang conjugate gradient methods. 4OR 12 (3) (2014)
Saman Babaie-Kafaki
On the sufficient descent property of the Shanno's conjugate gradient method. Optim. Lett. 7 (4) (2013)
Saman Babaie-Kafaki
Erratum to: Scaled memoryless BFGS preconditioned conjugate gradient algorithm for unconstrained optimization. Optim. Methods Softw. 28 (1) (2013)
Saman Babaie-Kafaki
A Note on the Global Convergence of the Quadratic Hybridization of Polak-Ribière-Polyak and Fletcher-Reeves Conjugate Gradient Methods. J. Optim. Theory Appl. 157 (1) (2013)
Saman Babaie-Kafaki, Masoud Fatemi
A modified two-point stepsize gradient algorithm for unconstrained minimization. Optim. Methods Softw. 28 (5) (2013)
Saman Babaie-Kafaki
A modified scaled memoryless BFGS preconditioned conjugate gradient method for unconstrained optimization. 4OR 11 (4) (2013)
Saman Babaie-Kafaki, Reza Ghanbari, Nezam Mahdavi-Amiri
An Efficient and Practically Robust Hybrid Metaheuristic Algorithm for Solving Fuzzy Bus Terminal Location Problems. Asia Pac. J. Oper. Res. 29 (2) (2012)
Saman Babaie-Kafaki
A note on the global convergence theorem of the scaled conjugate gradient algorithms proposed by Andrei. Comput. Optim. Appl. 52 (2) (2012)
Saman Babaie-Kafaki
A Quadratic Hybridization of Polak-Ribière-Polyak and Fletcher-Reeves Conjugate Gradient Methods. J. Optim. Theory Appl. 154 (3) (2012)
Saman Babaie-Kafaki, Reza Ghanbari, Nezam Mahdavi-Amiri
Two effective hybrid metaheuristic algorithms for minimization of multimodal functions. Int. J. Comput. Math. 88 (11) (2011)
Saman Babaie-Kafaki, Masoud Fatemi, Nezam Mahdavi-Amiri
Two effective hybrid conjugate gradient algorithms based on modified BFGS updates. Numer. Algorithms 58 (3) (2011)
Saman Babaie-Kafaki, Reza Ghanbari, Nezam Mahdavi-Amiri
Two new conjugate gradient methods based on modified secant equations. J. Comput. Appl. Math. 234 (5) (2010)