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» Fitness importance for online evolution
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GEM
2009
13 years 2 months ago
Degenerate Neutrality Creates Evolvable Fitness Landscapes
- Understanding how systems can be designed to be evolvable is fundamental to research in optimization, evolution, and complex systems science. Many researchers have thus recognize...
James M. Whitacre, Axel Bender
COCOON
2001
Springer
13 years 9 months ago
Competitive Online Scheduling with Level of Service
d by an application in thinwire visualization, we study an abstract on-line scheduling problem where the size of each requested service can be scaled down by the scheduler. Thus o...
Ee-Chien Chang, Chee-Keng Yap
GECCO
2009
Springer
137views Optimization» more  GECCO 2009»
13 years 8 months ago
Efficient natural evolution strategies
Efficient Natural Evolution Strategies (eNES) is a novel alternative to conventional evolutionary algorithms, using the natural gradient to adapt the mutation distribution. Unlike...
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Sch...
EC
2002
111views ECommerce» more  EC 2002»
13 years 4 months ago
Fitness Landscapes and Evolvability
In this paper, we develop techniques based on evolvability statistics of the fitness landscape surrounding sampled solutions. Averaging the measures over a sample of equal fitness...
Tom Smith, Phil Husbands, Paul J. Layzell, Michael...
ICES
2005
Springer
176views Hardware» more  ICES 2005»
13 years 10 months ago
Consensus-Based Evaluation for Fault Isolation and On-line Evolutionary Regeneration
While the fault repair capability of Evolvable Hardware (EH) approaches have been previously demonstrated, further improvements to fault handling capability can be achieved by exp...
Kening Zhang, Ronald F. DeMara, Carthik A. Sharma