Abstract
A mathematic model is established to describe a swarm with multi-behavior. Regarding a swarm designed for cooperative task, we propose a model which includes a macroscopic model and a individual-based model. The macroscopic framework model describes global dynamics of swarms, which is normally expressed by dynamical populations' densities with different behaviors, while the individual-based framework model describes a individual agent's trajectory. Based on these models, we prove that all objects can be collected to the "home" area under conditions of individual agents subject to sensor constraints.
Original language | English |
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Pages (from-to) | 315-324 |
Number of pages | 10 |
Journal | Robotica |
Volume | 24 |
Issue number | 3 |
DOIs | |
Publication status | Published - 1 May 2006 |
Externally published | Yes |
Keywords
- Individual-based model
- Macroscopic model
- Markov process
- Non-smooth system
- Swarm intelligence
ASJC Scopus subject areas
- Control and Systems Engineering
- Software
- General Mathematics
- Computer Science Applications