Artificial immune systems in the context of autonomic computing

Capodieci, Nicola; Hart, Emma; Cabri, Giacomo

doi:10.1145/2598394.2598502

Search citation statements

Order By: Relevance

Paper Sections

Select...

Related Work1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2014

2015

Publication Types

Select...

Other2

Book1

Relationship

Self Cite1

Independent2

Authors

Journals

Cited by 3 publications

(1 citation statement)

References 2 publications

(2 reference statements)

Supporting

Mentioning

Contrasting

Order By: Relevance

“…An idiotypic network algorithm was proposed and applied to selecting movement strategies in swarm foraging task in Capodieci et al (2013b). The model was formalised into a framework (Capodieci et al (2014)) but only considered functional requirements.…”

Section: Related Workmentioning

confidence: 99%

Idiotypic Networks for Evolutionary Controllers in Virtual Creatures

Capodieci¹,

Hart²,

Cabri³

2014

Artificial Life 14: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems

Self Cite

View full text Add to dashboard Cite

We propose a novel method for evolving adaptive locomotive strategies for virtual limbless creatures that addresses both functional and non-functional requirements, respectively the ability to avoid obstacles and to minimise spent energy. We describe an approach inspired by artificial immune systems, based on a dual-layer idiotypic network that results in a completely decentralised controller. Starting from a system initialised with five non-adaptive locomotion strategies, we show that an adaptive controller can evolve that both minimises energy requirements and maximises distance covered when compared to the initial strategies.

show abstract

Section: Related Workmentioning

confidence: 99%