# Towards a Formal Specification for Self-organized Shape Formation in Swarm Robotics

arXiv: https://arxiv.org/abs/2506.13453 · HTML: https://mlsanity.com/paper/2506.13453/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 5 of its 22 references that are in the map.
- First posted on arXiv 16 Jun 2025.

## Builds on (most cited first, 5 of 5)

- [Agent based Tools for Modeling and Simulation of Self-Organization in Peer-to-Peer, Ad-Hoc and other Complex Networks](https://mlsanity.com/paper/1708.01599/) (2017)
- [A novel agent-based simulation framework for sensing in complex adaptive environments](https://mlsanity.com/paper/1708.05875/) (2017)
- [A Novel Formal Agent-based Simulation Modeling Framework of an AIDS Complex Adaptive System](https://mlsanity.com/paper/1708.02938/) (2017)
- [Towards a Formal, Visual Framework of Emergent Cognitive Development of Scholars](https://mlsanity.com/paper/1708.06524/) (2017)
- [A Formal Specification Framework for Smart Grid Components](https://mlsanity.com/paper/1711.09184/) (2017)

## Abstract (arXiv)

The self-organization of robots for the formation of structures and shapes is a stimulating application of the swarm robotic system. It involves a large number of autonomous robots of heterogeneous behavior, coordination among them, and their interaction with the dynamic environment. This process of complex structure formation is considered a complex system, which needs to be modeled by using any modeling approach. Although the formal specification approach along with other formal methods has been used to model the behavior of robots in a swarm. However, to the best of our knowledge, the formal specification approach has not been used to model the self-organization process in swarm robotic systems for shape formation. In this paper, we use a formal specification approach to model the shape formation task of swarm robots. We use Z (Zed) language of formal specification, which is a state-based language, to model the states of the entities of the systems. We demonstrate the effectiveness of Z for the self-organized shape formation. The presented formal specification model gives the outlines for designing and implementing the swarm robotic system for the formation of complex shapes and structures. It also provides the foundation for modeling the complex shape formation process for swarm robotics using a multi-agent system in a simulation-based environment. Keywords: Swarm robotics, Self-organization, Formal specification, Complex systems