Pervasive Flexibility in Living Technologies through Degeneracy Based Design
–arXiv.org Artificial Intelligence
Many of the conditions in which technology is required to adapt cannot be anticipated during its design stage, creating a significant challenge for the designer. Inspired by the study of a range of biological systems, we propose that degeneracy - the realization of multiple, functionally versatile components with contextually overlapping functional redundancy - will support adaptation in technologies because it effects pervasive flexibility, evolutionary innovation, and homeostatic robustness. We provide examples of degeneracy in a number of rudimentary living technologies from military socio-technical systems to swarm robotics and we present design principles - including protocols, loose regulatory coupling, and functional versatility - that allow degeneracy to arise in both biological and man-made systems. Keywords: pervasive adaptation, degeneracy, living technologies, distributed robustness 1. Introduction Unanticipated requirements can arise throughout a technology's life and are a notoriously difficult engineering problem and a challenging research topic because past routines and contingency plans will be of limited utility. Dealing with new challenges requires exploration, diversity, and bethedging: principles that are common to any discipline in which responses to novelty determine competitive success.
arXiv.org Artificial Intelligence
Dec-13-2011
- Country:
- North America > United States (0.46)
- Oceania > Australia (0.46)
- Genre:
- Research Report (0.50)
- Industry:
- Health & Medicine > Pharmaceuticals & Biotechnology (0.68)
- Government > Military (0.46)
- Technology:
- Information Technology > Artificial Intelligence
- Robots (1.00)
- Representation & Reasoning > Agents (1.00)
- Machine Learning (0.93)
- Information Technology > Artificial Intelligence