Abstract
The micro-extended analog computer (uEAC) is a prototype implementation of extended analog computer (EAC). In this paper, a dynamic multi-uEAC array is proposed based on the analysis of the uEAC unit mathematical model. By constructing a multi-uEAC array, the limitations of single uEAC unit on nonlinear mapping can be overcome. In order to obtain an optimal multi-uEAC array structure, a comprehensive optimization strategy based on particle swarm optimizer (PSO) is developed to optimize multi-uEAC array structure matrix and connection matrix simultaneously. Two simulation examples are provided to verify the effectiveness of the proposed model.
| Original language | English |
|---|---|
| Pages (from-to) | 455-471 |
| Number of pages | 17 |
| Journal | International Journal of Unconventional Computing |
| Volume | 10 |
| Issue number | 5-6 |
| Publication status | Published - 2014 |
Keywords
- Data prediction
- Dynamic topology
- Extended analog computer
- Field computation
- Multi-uEAC array
- Particle swarm optimizer