Evolution of digital organisms in truly two-dimensional memory space

Poliakov, Mykhailo

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Students Research & Project Works | Роботи студентів
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Факультет прикладних наук
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Бакалаврська програма "Комп'ютерні науки"
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2020
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dc.contributor.author	Poliakov, Mykhailo
dc.date.accessioned	2024-02-15T13:26:51Z
dc.date.available	2024-02-15T13:26:51Z
dc.date.issued	2020
dc.identifier.citation	Poliakov, Mykhailo. Evolution of digital organisms in truly two-dimensional memory space / Poliakov, Mykhailo; Supervisor: Oleg Farenyuk; Ukrainian Catholic University, Department of Computer Sciences. – Lviv: 2020. – 35 p.	uk
dc.identifier.uri	https://er.ucu.edu.ua/handle/1/4528
dc.language.iso	en	uk
dc.title	Evolution of digital organisms in truly two-dimensional memory space	uk
dc.type	Preprint	uk
dc.status	Публікується вперше	uk
dc.description.abstracten	Artificial life is the field of study where researchers use simulations to understand natural life. One of the notable simulations of artificial life is called Tierra. In Tierra, self-replicating programs acting as organisms compete for CPU time and RAM un- der the pressure of natural selection. In time, various types of organisms develop, including parasites, hyperparasites, and even some form of social relationships. The problem with this simulation is that informational complexity stalls after some initial growth; evolution stops producing new types of organisms and is not open-ended. Within the Tierra simulator, the memory address space is one-dimensional; no mat- ter how far away the resource is located, the effort is the same. This thesis is focused on replacing one-dimensional or pseudo-two-dimensional memory space of Tierra and Tierra-like simulators, like Avida or Amoeba, with real two-dimensional space and refining the concepts of the location and local access to achieve a more open- ended evolution.	uk