DC programming algorithm for clusterwise linear \(L_1\) regression

DOI10.1007/s40305-017-0151-9zbMath1390.90437OpenAlexW2595273806MaRDI QIDQ1706682

Sona Taheri, Adil M. Bagirov

Publication date: 28 March 2018

Published in: Journal of the Operations Research Society of China (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s40305-017-0151-9

zbMATH Keywords

nonsmooth optimizationsmoothingclusterwise regressionincremental algorithm

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Derivative-free methods and methods using generalized derivatives (90C56)

Related Items (3)

Clusterwise support vector linear regression ⋮ Scalable and near-optimal \(\varepsilon\)-tube clusterwise regression ⋮ Incremental DC optimization algorithm for large-scale clusterwise linear regression

Uses Software

• UCI-ml
• Algorithm 39

Cites Work

• Unnamed Item
• On local search in d.c. optimization problems
• A maximum likelihood methodology for clusterwise linear regression
• Clusterwise PLS regression on a stochastic process
• Algorithm: Clusterwise linear least absolute deviations regression
• A fast algorithm for clusterwise linear absolute deviations regression
• Clusterwise linear regression
• Convex analysis approach to d. c. programming: Theory, algorithms and applications
• Extensions to the repetitive branch and bound algorithm for globally optimal clusterwise regression
• The DC (Difference of convex functions) programming and DCA revisited with DC models of real world nonconvex optimization problems
• DC programming: overview.
• An algorithm for clusterwise linear regression based on smoothing techniques
• Nonsmooth optimization algorithm for solving clusterwise linear regression problems
• Nonsmooth nonconvex optimization approach to clusterwise linear regression problems
• Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems
• Robust clusterwise linear regression through trimming
• A smoothing approach for the optimal parameter selection problem with continuous inequality constraint
• Introduction to Nonsmooth Optimization
• Optimization and nonsmooth analysis
• Convex Analysis
• Convex analysis and global optimization

This page was built for publication: DC programming algorithm for clusterwise linear \(L_1\) regression