Big data analytics with swarm intelligence

Special Issue ofProduction and Operations Managementon “Big Data in Supply Chain Management”

(2015) Nada R. Sanders et al.   PRODUCTION AND OPERATIONS MANAGEMENT

A Competitive Swarm Optimizer for Large Scale Optimization

(2015) Ran Cheng et al.   IEEE Transactions on Cybernetics

Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem

(2014) Thomas Weise et al.   IEEE Computational Intelligence Magazine

Evolutionary Complex Engineering Optimization: Opportunities and Challenges [Guest Editorial]

(2013) Tianyou Chai et al.   IEEE Computational Intelligence Magazine

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

A General Framework of Multipopulation Methods With Clustering in Undetectable Dynamic Environments

(2012) Changhe Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms

(2012) Dhish Kumar Saxena et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering

(2012) Rui Xu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Big Data

(2011) Francis J. Alexander et al.   COMPUTING IN SCIENCE & ENGINEERING

Evolutionary Computation Meets Machine Learning: A Survey

(2011) Jun Zhang et al.   IEEE Computational Intelligence Magazine

Adaptation in Dynamic Environments: A Case Study in Mission Planning

(2011) Lam Thu Bui et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

(2011) Xiaodong Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An introduction and survey of estimation of distribution algorithms

(2011) Mark Hauschild et al.   Swarm and Evolutionary Computation

Particle swarm optimization with selective particle regeneration for data clustering

(2010) Chi-Yang Tsai et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Clustering Particle Swarm Optimizer for Locating and Tracking Multiple Optima in Dynamic Environments

(2010) Shengxiang Yang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Editorial survey: swarm intelligence for data mining

(2010) David Martens et al.   MACHINE LEARNING

Scalability of generalized adaptive differential evolution for large-scale continuous optimization

(2010) Zhenyu Yang et al.   SOFT COMPUTING

Objective Reduction in Evolutionary Multiobjective Optimization: Theory and Applications

(2009) Dimo Brockhoff et al.   EVOLUTIONARY COMPUTATION

A systems approach to evolutionary multiobjective structural optimization and beyond

(2009) Yaochu Jin et al.   IEEE Computational Intelligence Magazine

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

(2009) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification

(2009) A. Cervantes et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Particle swarm optimizer for variable weighting in clustering high-dimensional data

(2009) Yanping Lu et al.   MACHINE LEARNING

Clustering high-dimensional data

(2009) Hans-Peter Kriegel et al.   ACM Transactions on Knowledge Discovery from Data

Locality-Sensitive Hashing for Finding Nearest Neighbors [Lecture Notes]

(2008) M. Slaney et al.   IEEE SIGNAL PROCESSING MAGAZINE

On the performance of artificial bee colony (ABC) algorithm

(2007) D. Karaboga et al.   APPLIED SOFT COMPUTING