Abstract
We present what we believe is the first, attempt to physically reconstruct the exploratory mehanism of genetic regulatory networks. Feedback plays a crucial role during developmental processes and its mechanisms have recently become much clearer due to evidence from evolutionary developmental biology. We believe that without similar mechanisms of interaction and feedback, digital genomes cannot guide themselves across functional search spaces in a way that fully exploits a domain's resources, particularly in the complex search domains of real-world physics. Our architecture is designed W let evolution Utilise feedback as part of its mechanism of exploration.
Original language | English |
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Title of host publication | GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2 |
Place of Publication | NEW YORK |
Publisher | ACM |
Pages | 966-973 |
Number of pages | 8 |
ISBN (Print) | 978-1-59593-697-4 |
Publication status | Published - 2007 |
Event | GECCO 2007 - London, England Duration: 7 Jul 2007 → 11 Jul 2007 |
Conference
Conference | GECCO 2007 |
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City | London, England |
Period | 7/07/07 → 11/07/07 |
Keywords
- Evolvable hardware
- adaptation/self-adaptation
- signal processing
- gene regulatory networks
- developmental processes