Authors
Judhi Prasetyo, Giulia De Masi, Raina Zakir, Muhanad Alkilabi, Elio Tuci, Eliseo Ferrante
Publication date
2021/6/26
Book
Proceedings of the Genetic and Evolutionary Computation Conference
Pages
49-56
Description
In collective decision-making, individuals in a swarm reach consensus on a decision using only local interactions without any centralized control. In the context of the best-of-n problem - characterized by n discrete alternatives - it has been shown that consensus to the best option can be reached if individuals disseminate that option more than the other options. Besides being used as a mechanism to modulate positive feedback, long dissemination times could potentially also be used in an adversarial way, whereby adversarial swarms could infiltrate the system and propagate bad decisions using aggressive dissemination strategies. Motivated by the above scenario, in this paper we propose a bio-inspired defence strategy that allows the swarm to be resilient against options that can be disseminated for longer times. This strategy mainly consists in reducing the mobility of the agents that are associated to options …
Total citations
2023202412
Scholar articles
J Prasetyo, G De Masi, R Zakir, M Alkilabi, E Tuci… - Proceedings of the Genetic and Evolutionary …, 2021