Modelling and implementing open-ended evolutionary systems
dc.contributor.author | Christen, Patrik | |
dc.date.accessioned | 2024-04-04T05:30:28Z | |
dc.date.available | 2024-04-04T05:30:28Z | |
dc.date.issued | 2021 | |
dc.description.abstract | Having a model and being able to implement open-ended evo- lutionary systems is important for advancing our understanding of open-endedness. Complex systems science and newest generation high-level programming languages provide in-triguing possibilities to do so, respectively. Here, some recent advances in modelling and implementing open-ended evolutionary systems are reviewed first. Then, the so-called allag- matic method to describe, model, implement, and interpret complex systems is introduced. After highlighting some cur- rent modelling and implementation challenges, model building blocks of open-ended evolutionary systems are identified, a system metamodel of open-ended evolution is formalised in the allagmatic method, and an implementation prototype with a high-level programming language is outlined. The proposed approach shows statistical characteristics of open-ended evo- lutionary systems and provides a promising starting point to interpret novelty generated at runtime. | |
dc.event | The Fourth Workshop on Open-Ended Evolution (OEE4) | |
dc.event.end | 2021-07-22 | |
dc.event.start | 2021-07-22 | |
dc.identifier.uri | https://irf.fhnw.ch/handle/11654/43184 | |
dc.language.iso | en | |
dc.spatial | Online | |
dc.subject.ddc | 330 - Wirtschaft | |
dc.title | Modelling and implementing open-ended evolutionary systems | |
dc.type | 06 - Präsentation | |
dspace.entity.type | Publication | |
fhnw.InventedHere | Yes | |
fhnw.ReviewType | Anonymous ex ante peer review of an abstract | |
fhnw.affiliation.hochschule | Hochschule für Wirtschaft | de_CH |
fhnw.affiliation.institut | Institut für Wirtschaftsinformatik | de_CH |
relation.isAuthorOfPublication | d6fa5f05-5123-4d2f-8e74-79adfe54acc7 | |
relation.isAuthorOfPublication.latestForDiscovery | d6fa5f05-5123-4d2f-8e74-79adfe54acc7 |
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