Using Pattern Search Methods for Minimizing Clustering Problems

QR Code

Using Pattern Search Methods for Minimizing Clustering Problems

Clustering is one of an interesting data mining topics that can be applied in many fields. Recently, the problem of cluster analysis is formulated as a problem of nonsmooth, nonconvex optimization,and an algorithm for solving the cluster analysis problem based on nonsmooth optimization techniques i...

Full description

Bibliographic Details
Main Authors:	Shabanzadeh, Parvaneh, Abu Hassan, Malik, Leong, Wah June, Mohagheghtabar, Maryam
Format:	Article
Language:	English
Published:	World Academy of Science, ENG and Technology (WASET) 2010
Subjects:	Cluster analysis Mathematical optimization
Online Access:	http://psasir.upm.edu.my/id/eprint/17551/

Similar Items

Application of Optimization Methods for Solving Clustering and Classification Problems
by: Shabanzadeh, Parvaneh
Published: (2011)

A nonsmooth optimization method for clustering problem
by: Shabanzadeh, Parvaneh, et al.
Published: (2009)

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

On the Modifications of a Broyden's Single Parameter Rank-Two Quasi-Newton Method for Unconstrained Minimization
by: Leong, Wah June
Published: (1999)

Statistical data preprocessing methods in distance functions to enhance k-means clustering algorithm
by: Dalatu, Paul Inuwa
Published: (2018)

Clustering ensemble learning method based on incremental genetic algorithms
by: Ghaemi, Reza
Published: (2012)

A derivative-free optimization method for solving classification problem
by: Shabanzadeh, Parvaneh, et al.
Published: (2010)

Scalability Improvement Of Multicast Source Movement Over Mobile Ipv6 Using Clustering Technique
by: Ali Al-Talib, Sahar A. M.
Published: (2006)

Fuzzy clustering method and evaluation based on multi criteria decision making technique
by: Sameer, Fadhaa Othman
Published: (2018)

Efficient genetic partitioning-around-medoid algorithm for clustering
by: Garib, Sarmad Makki Mohammed
Published: (2019)

A Minimal Peptide Scaffold for [4Fe-4S]-Cluster Interrogation and Catalysis
by: Andrea, Bombana
Published: (2024)

Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)

Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)

Topological mapping and qualitative localization based on K-adjacent union clustering algorithm
by: Karasfi, Babak
Published: (2012)

Randomized heuristics for the Capacitated Clustering Problem
by: Martinez-Gavara, Anna, et al.
Published: (2017)

Improving web search by categorization, clustering, and personalization
by: Zhu, Dengya, et al.
Published: (2008)

Clustering algorithm for market-basket analysis : the underlying concept of data mining technology
by: Abdul Kadir, Khairil Annuar
Published: (2003)

A clustering approach to adaptively improve energy efficiency and load balancing in WSNs
by: Haneen, Ahmed Hasan
Published: (2019)

Minimizing control variation in nonlinear optimal control
by: Loxton, Ryan, et al.
Published: (2013)

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

Convergence of the Steepest Descent Method for Minimizing Convex Functions
by: Abu Hassan, Malik, et al.
Published: (2002)

Application of artificial neural network(ANN) for the prediction of size of silver nanoparticles prepared by green method
by: Shabanzadeh, Parvaneh, et al.
Published: (2013)

Crossover and mutation operators of real coded genetic algorithms for global optimization problems
by: Lim, Siew Mooi
Published: (2016)

A new inexact line search method for convex optimization problems
by: Moyi, Aliyu Usman, et al.
Published: (2013)

Infall and accretion of substructure in hydrodynamical simulations of galaxy clusters
by: Haggar, Roan
Published: (2022)

A modified ant colony optimization algorithm for network coding resource minimization
by: Wang, Zhaoyuan, et al.
Published: (2015)

Sub-route reversal repair mechanism and differential evolution for urban transit network design problem
by: Tarajo, Buba Ahmed
Published: (2017)

Disc colours in field and cluster spiral galaxies at 0.5 ≲z≲ 0.8
by: Cantale, Nicolas, et al.
Published: (2016)

A class of diagonal quasi-newton methods for large-scale convex minimization
by: Leong, Wah June
Published: (2015)

Pengoptimuman dari segi ilmu dan jangkauannya
by: Mohd, Ismail
Published: (1989)

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

Hybridising metaheuristics and exact methods for portfolio optimisation problem
by: Cui, Tianxiang
Published: (2016)

Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)

Guaranteed-cost controls of minimal variation: A numerical algorithm based on control parameterization
by: Loxton, Ryan, et al.
Published: (2014)

Clustering on CS230’s alumni data for employment using K-Means / Siti Norainul Faraha Muhammad Anuar
by: Muhammad Anuar, Siti Norainul Faraha
Published: (2015)

Interactive search with weak supervision
by: Wood, Stuart Thomas
Published: (2017)

Bayesian nonparametric clustering with Dirichlet process mixture model for mixed-type data
by: Burhanuddin, Nurul Afiqah
Published: (2024)

The chemistry of first row transition metal-oxo clusters
by: Smith, M. A.
Published: (2021)

Clustering through post inhibitory rebound in synaptically coupled neurons
by: Chik, D T W, et al.
Published: (2004)

Sunyaev-Zel'dovich observations with AMI of the hottest galaxy clusters detected in the XMM-Newton Cluster Survey
by: Shimwell, T., et al.
Published: (2013)