Igor Balaz

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Emergence and evolution of self-regulation mechanisms in early biological evolution

Igor Balaz, PhD

Department of Physics, University of Novi Sad (Serbia)

I am a research associate at the Department of Physics, University of Novi Sad (Serbia). My work is focused on modeling spontaneous emergence of innovations in evolution of complex systems.
STSM I was involved in was entitled “Emergence and evolution of self-regulation mechanisms in early biological evolution” and was done in Bristol Robotics Laboratory (UK), from 1-10 March 2015.
During the visit, together with Dr. Sabine Hauert, we worked on developing algorithms for evolution of regulatory mechanisms in autonomous agents, and on defining optimal design of evolvable agent’s interfaces with the environment. We applied those evolutionary algorithms on a population of minimal robots, called kilobots, and analysed their self-organization.
Obtained results show that relatively early during the evolution, subjective perception of the environment started to emerge in agents and they showed individual variances in ability to perceive segments of the environment. Moreover, long run in silico experiments (10.000 generations) indicate that in large populations emergence of inter-population control takes place. As population gets larger, formation of subpopulation communities became more prominent.
The evaluation of the simulation platform is currently in progress and the tests on its ability to adapt to different stress conditions are not completed yet. Therefore, the collaboration is still on-going.

 
 

CSO Approval date: 14/11/2013
Starting date: 15/05/2014
Ending date: 14/05/2018

Action Chair:
Dr. Muriel GARGAUD (FR)

Vice chair:
Prof. Wolf GEPPERT (SE)

STSM Manager:
Prof. Nigel MASON (UK)

Web Manager:
Prof. Elias CHATZITHEODORIDIS (GR)

Secretary:
Dr. Zuzana KANUCHOVA

 

Grant Holder Financial Representative:

Mrs Annick Caperan

Science Officer:
Dr. Mafalda QUINTAS

Administrative Officer:
Ms Aranzazu SANCHEZ

 

ORIGINS TD1308

A Trans-Domain Action supported by COST.

COST is supported by the EU Framework Programme Horizon 2020

 

 

Involved countries

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Participating Countries
Austria, Belgium, Bulgaria, Croatia, Czech Republic, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Iceland, Ireland, Israel, Italy, Latvia, Lithuania, Netherlands, Norway, Poland, Portugal, Romania, Serbia, Slovakia, Slovenia, Spain, Sweden, Switzerland, United Kingdom

COST International Partner Countries
Canada (UQAM), South Africa (Univ. of Johanesburgh), Russian Federation (Institute of Geology, Petrozavodsk), Australia (University of Sydney), United States of America (University of Hawai)

Specific Organisations
European Space Agency (ESA)

Short Term Scientific Missions (STSMs)

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The life-Origins COST Project


Life-ORIGINS (TD1308) is a Trans Domain European COST Action dedicated to the scientific investigation of the origins and evolution of life on Earth and habitability of other planets.

The Action has specifically excluded the search for intelligent extraterrestrial life in its portfolio. Creationist theorems are also outside the Action’s remit.

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