Robustness to Bit Inversion in Registers and Acceleration of Program Evolution in On-Board Computer | Zendy

Tomohiro Harada | Zendy; Masayuki Otani | Zendy; Y. Ichikawa | Zendy; Kiyohiko Hattori | Zendy; Hiroyuki Satō | Zendy; Keiki Takadama | Zendy

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Robustness to Bit Inversion in Registers and Acceleration of Program Evolution in On-Board Computer

Author(s) -

Tomohiro Harada,

Masayuki Otani,

Y. Ichikawa,

Kiyohiko Hattori,

Hiroyuki Satō,

Keiki Takadama

Publication year - 2011

Publication title -

journal of advanced computational intelligence and intelligent informatics

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.172

H-Index - 20

eISSN - 1343-0130

pISSN - 1883-8014

DOI - 10.20965/jaciii.2011.p1175

Subject(s) - computer science , inversion (geology) , robustness (evolution) , algorithm , 32 bit , parallel computing , computer engineering , theoretical computer science , computer hardware , paleontology , biochemistry , chemistry , structural basin , biology , gene

This paper focuses on an on-board computer (OBC) that evolves computer programs through bit inversion and targets analyzing robustness against bit inversion in registers. We also propose a new method that can change the number of computer programs dynamically. Intensive experiments revealed the following: (1) Correct programs can be maintained even in bit inversion in registers in addition to bit inversion in instructions. (2) Our proposal accelerates program evolution by increasing the population size, i.e., the number of programs, within fixed memory size.

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