Differential evolution framework for big data optimization

Write Mode Aware Loop Tiling for High Performance Low Power Volatile PCM in Embedded Systems

(2016) Keni Qiu et al.   IEEE TRANSACTIONS ON COMPUTERS

Enhancing Differential Evolution Utilizing Eigenvector-Based Crossover Operator

(2015) Shu-Mei Guo et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Differential Evolution With an Individual-Dependent Mechanism

(2015) Lixin Tang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Decompositional independent component analysis using multi-objective optimization

(2015) Sim Kuan Goh et al.   SOFT COMPUTING

Big Data Opportunities and Challenges: Discussions from Data Analytics Perspectives [Discussion Forum]

(2014) Zhi-Hua Zhou et al.   IEEE Computational Intelligence Magazine

Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge

(2014) Konstantinos Slavakis et al.   IEEE SIGNAL PROCESSING MAGAZINE

On the Multicast Lifetime of WANETs with Multibeam Antennas: Formulation, Algorithms, and Analysis

(2013) Song Guo et al.   IEEE TRANSACTIONS ON COMPUTERS

Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

(2013) Mohammad Nabi Omidvar et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Self-adaptive differential evolution incorporating a heuristic mixing of operators

(2012) Saber M. Elsayed et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

From Databases to Big Data

(2012) Sam Madden   IEEE INTERNET COMPUTING

An Improved Self-Adaptive Differential Evolution Algorithm for Optimization Problems

(2012) Saber M. Elsayed et al.   IEEE Transactions on Industrial Informatics

Multi-operator based evolutionary algorithms for solving constrained optimization problems

(2011) Saber M. Elsayed et al.   COMPUTERS & OPERATIONS RESEARCH

Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters

(2011) Yong Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Differential evolution algorithm with ensemble of parameters and mutation strategies

(2010) R. Mallipeddi et al.   APPLIED SOFT COMPUTING

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

(2010) Zhenyu Yang et al.   SOFT COMPUTING

JADE: Adaptive Differential Evolution With Optional External Archive

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

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

(2008) A.K. Qin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION