A new machine learning algorithm based on optimization method for regression and classification problems

A new machine learning algorithm based on optimization method for regression and classification problems

© 2020 by the authors. A convex minimization problem in the form of the sum of two proper lower-semicontinuous convex functions has received much attention from the community of optimization due to its broad applications to many disciplines, such as machine learning, regression and classification pr...

Saved in:

書目詳細資料
Main Authors:	Warunun Inthakon, Suthep Suantai, Panitarn Sarnmeta, Dawan Chumpungam
格式:	雜誌
出版:	2020
主題:	Mathematics
在線閱讀:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85087446665&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/70704
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Chiang Mai University

相似書籍

Global minimization of best proximity points for semi-cyclic berinde contractions
由: Panitarn Sarnmeta, et al.
出版: (2018)

A parallel inertial S-iteration forward-backward algorithm for regression and classification problems
由: Limpapat Bussaban, et al.
出版: (2020)

Global Minimization of Best Proximity Points for Some Nonlinear Mappings and Some Algorithms for Solving Unconstrained Convex Optimization Problems
由: Panitarn Sarnmeta
出版: (2020)

Strong convergence theorems for generalized nonexpansive mappings with the system of equilibrium problems in banach spaces
由: Warunun Inthakon
出版: (2018)

The split equilibrium problem and common fixed points of two relatively quasi-nonexpansive mappings in Banach spaces
由: Warunun Inthakon, et al.
出版: (2020)

Strong convergence of the shrinking projection method for the split equilibrium problem and an infinite family of relatively nonexpansive mappings in banach spaces
由: Nutchari Niyamosot, et al.
出版: (2020)

Generalized hypersubstitutions of many-sorted algebras
由: Dawan Chumpungam, et al.
出版: (2020)

A New CQ Algorithm for Solving Split Feasibility Problems in Hilbert Spaces
由: Nguyen The Vinh, et al.
出版: (2019)

A new hybrid algorithm for variational inclusions, generalized equilibrium problems, and a finite family of quasi-nonexpansive mappings
由: Prasit Cholamjiak, et al.
出版: (2018)

A new hybrid algorithm for variational inclusions, generalized equilibrium problems, and a finite family of quasi-nonexpansive mappings
由: Prasit Cholamjiak, et al.
出版: (2018)

Hybrid inertial accelerated algorithms for split fixed point problems of demicontractive mappings and equilibrium problems
由: Adisak Hanjing, et al.
出版: (2020)

A new hybrid CQ algorithm for the split feasibility problem in Hilbert spaces and its applications to compressed sensing
由: Suthep Suantai, et al.
出版: (2020)

Common attractive points theorems of widely more generalized hybrid mappings in hilbert spaces
由: Panadda Thongpaen, et al.
出版: (2020)

Existence and stability of iterative algorithms for the system of nonlinear quasi-mixed equilibrium problems
由: Suthep Suantai, et al.
出版: (2018)

An explicit parallel algorithm for solving variational inclusion problem and fixed point problem in Banach spaces
由: Prasit Cholamjiak, et al.
出版: (2020)

A new mapping for finding common solutions of equilibrium problems and fixed point problems of finite family of nonexpansive mappings
由: Atid Kangtunyakarn, et al.
出版: (2018)

A new mapping for finding common solutions of equilibrium problems and fixed point problems of finite family of nonexpansive mappings
由: Atid Kangtunyakarn, et al.
出版: (2018)

Strong convergence theorems for generalized nonexpansive mappings with the system of equilibrium problems in banach spaces
由: Warunun Inthakon
出版: (2018)

Self-adaptive algorithms with inertial effects for solving the split problem of the demicontractive operators
由: Raweerote Suparatulatorn, et al.
出版: (2020)

A fast image restoration algorithm based on a fixed point and optimization method
由: Adisak Hanjing, et al.
出版: (2020)

A new hybrid algorithm for global minimization of best proximity points in hilbert spaces
由: Raweerote Suparatulatorn, et al.
出版: (2019)

A novel forward-backward algorithm for solving convex minimization problem in Hilbert spaces
由: Suthep Suantai, et al.
出版: (2020)

Relaxed CQ algorithms involving the inertial technique for multiple-sets split feasibility problems
由: Suthep Suantai, et al.
出版: (2019)

Algorithms for solving generalized equilibrium problems and fixed points of nonexpansive semigroups in Hilbert spaces
由: Suthep Suantai, et al.
出版: (2018)

Reckoning solution of split common fixed point problems by using inertial self-adaptive algorithms
由: Raweerote Suparatulatorn, et al.
出版: (2019)

New hybrid algorithms for global minimization of common best proximity points of some generalized nonexpansive mappings
由: Jenwit Puangpee, et al.
出版: (2020)

Extreme learning machine for classification and regression
由: Zhou, Hongming
出版: (2014)

Common fixed point theorems for firmly nonspreading mappings and quasi-nonexpansive mappings in CAT(0) spaces
由: Tanaphong Prommai, et al.
出版: (2020)

A new accelerated viscosity iterative method for an infinite family of nonexpansive mappings with applications to image restoration problems
由: Jenwit Puangpee, et al.
出版: (2020)

Iterative algorithm for solving the new system of generalized variational inequalities in Hilbert spaces
由: Suwicha Imnang, et al.
出版: (2018)

The modified inertial relaxed CQ algorithm for solving the split feasibility problems
由: Suthep Suantai, et al.
出版: (2018)

A new technique for convergence theorem of fixed point problem of quasi-nonexpansive mapping
由: Kanyarat Cheawchan, et al.
出版: (2018)

A new algorithm of ensemble learning for medical knowledge-based systems and knowledge-based systems: Hybrid Bayesian computing (multinomial logistic regression case-based C5.0-mixed classification and regression tree)
由: Patcharaporn Paokanta, et al.
出版: (2018)

Extreme learning machine for regression and multiclass classification
由: Huang, Guang-Bin, et al.
出版: (2013)

Split Null Point Problems and Fixed Point Problems for Demicontractive Multivalued Mappings
由: Pachara Jailoka, et al.
出版: (2018)

The ride sharing routing problem : an optimization algorithm
由: Lawrence, Lucas
出版: (2021)

A hybrid method for a countable family of multivalued maps, equilibrium problems, and variational inequality problems
由: Suthep Suantai, et al.
出版: (2018)

A hybrid method for a countable family of multivalued maps, equilibrium problems, and variational inequality problems
由: Suthep Suantai, et al.
出版: (2018)

Comparison of the support Vector Machine and Relevant Vector Machine in regression and classification problems
由: Yu, W.M., et al.
出版: (2014)

Generalized self-adaptive algorithm for solving split common fixed point problem and its application to image restoration problem
由: Raweerote Suparatulatorn, et al.
出版: (2019)