Concepedia

A novel differential particle swarm optimization for parameter selection of support vector machines for monitoring metal-oxide surge arrester conditions

Thi Thom Hoang, Ming-Yuan Cho, Mahamad Nabab Alam, Quoc Tuan Vu

Swarm and Evolutionary Computation · 2017 · 54 citations · 25 references

Concepts

ComputingElectrical EngineeringFeature EngineeringMachine LearningOptimizationCondition MonitoringElectrical System DiagnosticsFault DetectionSupport Vector MachinesParameter SelectionParticle Swarm ControlParticle Swarm OptimizationSurge ProtectionSurge Protection DevicesSurge Protective Devices

References

25

The particle swarm - explosion, stability, and convergence in a multidimensional complex space

Maurice Clerc, James Kennedy · IEEE Transactions on Evolutionary Computation · 2002 · 8.9K citations

Computing, Computer Science, Algorithms +13

A Practical Guide to Support Vector Classication

Chih‐Wei Hsu, Chih-Chung Chang, Chih‐Jen Lin · 2008 · 5.1K citations

Computing, Computer Science, Data Mining +9

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11

Comparing inertia weights and constriction factors in particle swarm optimization

R.C. Eberhart, Yan Shi · 2002 · 3K citations

Architecture, Mathematics, Design Optimization +9

Particle Swarm Optimization: Basic Concepts, Variants and Applications in Power Systems

Y. del Valle, Ganesh K. Venayagamoorthy, Salman Mohagheghi et al. · IEEE Transactions on Evolutionary Computation · 2008 · 2.3K citations

Engineering, Mathematics, Design Optimization +15