publication . Conference object . Part of book or chapter of book . 2003

Artificial Life as an Aid to Astrobiology: Testing Life Seeking Techniques

Florian Centler; Peter Dittrich; Lawrence Ku; Naoki Matsumaru; Jeffrey O. Pfaffmann; Klaus-Peter Zauner;
Open Access English
  • Published: 01 Jan 2003
  • Publisher: Springer Berlin
  • Country: United Kingdom
Abstract
Searching for signatures of fossil or present life in our solar system requires autonomous devices capable of investigating remote locations with limited assistance from earth. Here, we use an artificial chemistry model to create spatially complex chemical environments. An autonomous experimentation technique based on evolutionary computation is then employed to explore these environments with the aim of discovering the chemical signature of small patches of biota present in the simulation space. In the highly abstracted environment considered, autonomous experimentation achieves fair to good predictions for locations with biological activity. We believe that ar...
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free text keywords: Artificial intelligence, business.industry, business, Artificial chemistry, Autonomous system (mathematics), Artificial life, Evolutionary computation, Data science, Cellular automaton, Life on Mars, Biosphere, Evolutionary algorithm, Computer science
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Conference object . 2003
https://eprints.soton.ac.uk/25...
Part of book or chapter of book
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