Animat Swarms and Spatial Emergence Phenomena
نویسندگان
چکیده
Swarms of microscopic organisms are well known in nature and have been shown to exhibit many unexpected collective behaviours. We model a swarm of artificial animats in a model where microscopic predator prey behaviours give rise to emergent macroscopic spatial phenomena. Animats with very simple local rules can be shown to exhibit a collective swarm response that can potentially be linked to some macroscopic task. We investigate microscopic instructions for a swarm of animats to affect the build up or removal of scale in arterial flow systems. We describe various ways to implement swarming in the model and report on some preliminary results showing how blockage material can be transported by animats and the emergent spatial patterns that emerge.
منابع مشابه
Quantifiable Metrics for Complex Emergence in Spatial Agent-Based Models
Spatial animat agents can be used to construct sophisticated spatially-rich macroscopic models to study complex and emergent phenomena based only on localised microscopic control parameters. We have developed a predatorprey based animat model that we have successfully used to explore various collective behaviours. In studying collective phenomena using computer models it is important to develop...
متن کاملIntelligent and Adaptive Animat Resource Trading
Trading of resources is an important sociological behaviour that is believed to be indicative of intelligent life forms, but which is non-trivial to model successfully. We have incorporated trading of resources that are critical to the survival of predator agents in a spatial predator-prey animat simulation model. We find that predator agents adapt to trade with one another in the face of extin...
متن کاملEmergent Societal Effects of Crimino-Social Forces in an Animat Agent Model
Societal behaviour can be studied at a causal level by perturbing a stable multi-agent model with new microscopic behaviours and observing the statistical response over an ensemble of simulated model systems. We report on the effects of introducing criminal and law-enforcing behaviours into a large scale animat agent model and describe the complex spatial agent patterns and population changes t...
متن کاملThe Importance of Locality in an Artificial Life Simulation
The reasons for emergent behaviour in microscopic models of artificial life are still not well understood. One issue that recurs in the ALife literature is that of the role spatial locality plays in governing emergent properties. We have developed a highly localised microscopic animat model based on interacting species of predators and prey. We report on experiments with open and closed boundar...
متن کاملDecentralized K-means clustering with MANET swarms
Swarm intelligent systems are efficient, decentralized multiagent problem-solving systems that offer several advantages over centrally controlled systems. A swarm intelligent system self-organizes into a structure that is robust, scalable, adaptable, and computationally efficient. Swarm intelligent systems, or swarms, utilize emergence, where simple local behaviors distributed across many agent...
متن کامل