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» On the Brittleness of Evolutionary Algorithms
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RECOMB
2009
Springer
16 years 1 months ago
Reconstructing Histories of Complex Gene Clusters on a Phylogeny
Abstract. Clusters of genes that have evolved by repeated segmental duplication present difficult challenges throughout genomic analysis, from sequence assembly to functional analy...
Tomás Vinar, Brona Brejová, Giltae S...
CEC
2007
IEEE
16 years 26 days ago
Parallel learning in heterogeneous multi-robot swarms
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
Jim Pugh, Alcherio Martinoli
GECCO
2007
Springer
166views Optimization» more  GECCO 2007»
16 years 20 days ago
Scalable estimation-of-distribution program evolution
I present a new estimation-of-distribution approach to program evolution where distributions are not estimated over the entire space of programs. Rather, a novel representationbui...
Moshe Looks
IWINAC
2007
Springer
16 years 19 days ago
Gaining Insights into Laser Pulse Shaping by Evolution Strategies
Abstract. We consider the numerical evolutionary optimization of dynamic molecular alignment by shaped femtosecond laser pulses. We study a simplified model of this quantum contro...
Ofer M. Shir, Joost N. Kok, Thomas Bäck, Marc...
ICES
2005
Springer
138views Hardware» more  ICES 2005»
16 years 16 hour ago
A Flexible On-Chip Evolution System Implemented on a Xilinx Virtex-II Pro Device
Abstract. There have been introduced a number of systems with evolvable hardware on a single chip. To overcome the lack of flexibility in these systems, we propose a single-chip e...
Kyrre Glette, Jim Torresen