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A Lyapunov-Based Extension to Particle Swarm Dynamics for Continuous Function Optimization
The paper proposes three alternative extensions to the classical global-best particle swarm optimization dynamics, and compares their relative performance with the standard particle swarm algorithm. The first extension, which readily follows from the well-known Lyapunov's stability theorem, pro...
Autores principales: | Bhattacharya, Sayantani, Konar, Amit, Das, Swagatam, Han, Sang Yong |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Molecular Diversity Preservation International (MDPI)
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3267206/ https://www.ncbi.nlm.nih.gov/pubmed/22303158 http://dx.doi.org/10.3390/s91209977 |
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