| Presentation | 2011-01-25 A Proposal of Evolutionary Particle Swarm Optimizer with Inertia Weight Hong ZHANG, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose an evolutionary particle swarm optimizer with inertia weight (EPSOIW) for obtaining the PSOIW with high-performance. Due to the use of meta-optimization, it can efficiently find appropriate values of parameters in the PSOIW to a given optimization problem. Accordingly, the EPSOIW could be expected to not only obtain an optimal PSOIW without prior knowledge, but also to quantitatively analyze the know-how on designing it. To demonstrate the effectiveness of the proposal, computer experiments on a suite of multidimensional benchmark problems are carried out. The obtained experimental results show that the EPSOIW has remarkable search performance in comparison with the original PSOIW and other methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | evolutionary particle swarm optimization / meta-optimization / parameter selection / a real-coded genetic algorithm / a temporally cumulative fitness function |
| Paper # | NLP2010-151,NC2010-115 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2011/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Proposal of Evolutionary Particle Swarm Optimizer with Inertia Weight |
| Sub Title (in English) | |
| Keyword(1) | evolutionary particle swarm optimization |
| Keyword(2) | meta-optimization |
| Keyword(3) | parameter selection |
| Keyword(4) | a real-coded genetic algorithm |
| Keyword(5) | a temporally cumulative fitness function |
| 1st Author's Name | Hong ZHANG |
| 1st Author's Affiliation | Graduate School of Life Science & Systems Engineering, Kyushu Institute of Technology() |
| Date | 2011-01-25 |
| Paper # | NLP2010-151,NC2010-115 |
| Volume (vol) | vol.110 |
| Number (no) | 388 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |