R.C. Eberhart

Research topics

• Neural Networks and Applications · 2 papers
• Metaheuristic Optimization Algorithms Research · 2 papers
• Evolutionary Algorithms and Applications · 1 paper

Frequent co-authors

• James Kennedy · 2 papers

Papers

1. Particle swarm optimization2002 · 48,881 citations

   A concept for the optimization of nonlinear functions using particle swarm methodology is introduced. The evolution of several paradigms is outlined, and an implementation of one of the paradigms is discussed. Benchmark testing of the paradigm is described, and applications,…

2. A new optimizer using particle swarm theory2002 · 14,999 citations

   The optimization of nonlinear functions using particle swarm methodology is described. Implementations of two paradigms are discussed and compared, including a recently developed locally oriented paradigm. Benchmark testing of both paradigms is described, and applications, including neural network training and…