A performance comparison of multi-hop wireless ad hoc network routing protocols
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
Illustrating evolutionary computation with Mathematica
Illustrating evolutionary computation with Mathematica
Swarm intelligence
A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Rumor routing algorthim for sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Autonomous Robots
Amalthaea: An Evolving Multi-Agent Information Filtering and Discovery System for the WWW
Autonomous Agents and Multi-Agent Systems
Connecting the Physical World with Pervasive Networks
IEEE Pervasive Computing
The Cloak of Invisibility: Challenges and Applications
IEEE Pervasive Computing
A Middleware Infrastructure for Active Spaces
IEEE Pervasive Computing
Web Search Using a Genetic Algorithm
IEEE Internet Computing
IEEE Internet Computing
Distributed MEMS: New Challenges for Computation
IEEE Computational Science & Engineering
The Vision of Autonomic Computing
Computer
Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems
Middleware '01 Proceedings of the IFIP/ACM International Conference on Distributed Systems Platforms Heidelberg
Anthill: A Framework for the Development of Agent-Based Peer-to-Peer Systems
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Self-organization in ad hoc sensor networks: an empirical study
ICAL 2003 Proceedings of the eighth international conference on Artificial life
A new approach to scalable Linda-systems based on swarms
Proceedings of the 2003 ACM symposium on Applied computing
Programming Pervasive and Mobile Computing Applications with the TOTA Middleware
PERCOM '04 Proceedings of the Second IEEE International Conference on Pervasive Computing and Communications (PerCom'04)
Co-Fields: A Physically Inspired Approach to Motion Coordination
IEEE Pervasive Computing
Inferring Activities from Interactions with Objects
IEEE Pervasive Computing
A Learning-Theory Approach to Sensor Networks
IEEE Pervasive Computing
ADELFE: a methodology for adaptive multi-agent systems engineering
ESAW'02 Proceedings of the 3rd international conference on Engineering societies in the agents world III
Organizing a global coordinate system from local information on an ad hoc sensor network
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
What can cellular automata tell us about the behavior of large multi-agent systems?
Software engineering for large-scale multi-agent systems
Digital pheromones for coordination of unmanned vehicles
E4MAS'04 Proceedings of the First international conference on Environments for Multi-Agent Systems
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Large-scale multiagent systems will be the key software technology driving several future application scenarios. We envision a future in which clouds of microcomputers can be sprayed in an environment to provide, by spontaneously networking with each other, an endlessly range of futuristic applications. Beside this vision, similar kind of large-scale “spray” multiagent systems will be employed in several other scenarios ranging from ad-hoc networks of embedded and mobile devices to worldwide distributed computing. All of these scenarios present strong commonalities from the application development point of view, and new approaches and methodologies will be likely to apply, to some extent, to all of them. In particular, we argue that the issues related to the design and development of such spray multiagent systems call for novel approaches exploiting self-organization as first-class tools. With this regard, we survey a number of research projects around the world trying to apply self-organization to large-scale multiagent systems. Finally, we attempt at defining a rough research agenda that – in the long run – should integrate these ideas to develop a general and more assessed methodology for large-scale spray multiagent systems crosscutting several application domains.