Title
Time Series Evolution for Integrating Developmental Processes
Paper 74 Details
Authors
Presentation Schedule
- Talk Time: (poster session)
- Date: Tuesday 21 July
- Session: Poster Session RCH/Atrium Tuesday 21 July 18:00
Full Paper Download
Download via this paper's page on the MIT Press ECAL 2015 Proceedings website.
Abstract
Material and virtual entities alike undergo developmental processes. If they replicate, they evolve and adapt to a variety of developmental processes. Based on the notion that these processes rarely constitute a direct translation from one state to the next, we have taken a step towards formally capturing evolutionary development of time series. We iteratively extend the Knapsack Problem to consider time, personal preferences, contradicting goals, external events, and changing environments and we show how the evolution of time series can be driven to address these various challenges. Within the interplay of genes and environment individuals shall develop who can survive optimally. The presented work constitutes a small step towards a more rigorous approach hinted at towards the end of the paper.
