Abstract:
This paper presents a novel membrane algorithm, called particle swarm optimization based on P systems (PSOPS), which combines P systems and particle swarm optimization. T...Show MoreMetadata
Abstract:
This paper presents a novel membrane algorithm, called particle swarm optimization based on P systems (PSOPS), which combines P systems and particle swarm optimization. The PSOPS uses the representation of individuals, evolutionary rules of particle swarm optimization, and a hierarchical membrane structure and transformation or communication-like rules in P systems to design its algorithm. Experiments conducted on seven bench function optimization problems and time-frequency atom decomposition demonstrate the effectiveness and practicality of the introduced method.
Date of Conference: 10-12 August 2010
Date Added to IEEE Xplore: 23 September 2010
ISBN Information:
ISSN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Particle Swarm ,
- Particle Swarm Optimization ,
- P System ,
- Optimization Problem ,
- Hierarchical Structure ,
- Membrane Structure ,
- Representation Of Individuals ,
- Function Of The Optimization Problem ,
- Population Size ,
- Evolutionary Algorithms ,
- Search Space ,
- Bellman Equation ,
- Radar Signal ,
- Skin Membranes ,
- Multiset ,
- Linear Frequency Modulation ,
- Generations Of Evolution ,
- Class Of Optimization Problems ,
- Number Of Membranes
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Particle Swarm ,
- Particle Swarm Optimization ,
- P System ,
- Optimization Problem ,
- Hierarchical Structure ,
- Membrane Structure ,
- Representation Of Individuals ,
- Function Of The Optimization Problem ,
- Population Size ,
- Evolutionary Algorithms ,
- Search Space ,
- Bellman Equation ,
- Radar Signal ,
- Skin Membranes ,
- Multiset ,
- Linear Frequency Modulation ,
- Generations Of Evolution ,
- Class Of Optimization Problems ,
- Number Of Membranes