研究目的
To present a unified geometric projection approach for decomposing systems of cooperative agents coupled via Laplacian or stochastic matrices into centroid-subsystems and shape-subsystems, facilitating analysis and control design, and to provide methods for fast recalculations of subsystems under topology adjustments.
研究成果
The paper concludes that the unified geometric decomposition approach facilitates the analysis of cooperative agent systems by simplifying their structure and preserving key properties. The method allows for efficient recalculations of subsystems following topology adjustments, enhancing flexibility in system design and analysis.
研究不足
The approach is primarily theoretical and may require further validation through practical implementation. The constraints on stochastic matrices for topology adjustments are also a limitation.