CORR
2011
Springer
13 years 7 months ago
2011
Springer
Valiant’s (2007) model of evolvability models the evolutionary process of acquiring useful functionality as a restricted form of learning from random examples. Linear threshold ...
GEM
2009
13 years 10 months ago
2009
- 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...
CORR
2002
Springer
14 years 7 days ago
2002
Springer
Evolvability is the capacity to evolve. This paper introduces a simple computational model of evolvability and demonstrates that, under certain conditions, evolvability can increa...
CORR
2007
Springer
14 years 12 days ago
2007
Springer
Abstract. We proposed a new search heuristic using the scuba diving metaphor. This approach is based on the concept of evolvability and tends to exploit neutrality which exists in ...
CORR
2007
Springer
14 years 12 days ago
2007
Springer
— We proposed a new search heuristic using the scuba diving metaphor. This approach is based on the concept of evolvability and tends to exploit neutrality in fitness landscape....
COMPSAC
2008
IEEE
14 years 18 days ago
2008
IEEE
Software evolution is characterized by inevitable changes of software and increasing software complexities, which in turn may lead to huge costs unless rigorously taking into acco...
GECCO
2006
Springer
14 years 4 months ago
2006
Springer
Evolutionary algorithms tend to produce solutions that are not evolvable: Although current fitness may be high, further search is impeded as the effects of mutation and crossover ...
GECCO
2009
Springer
14 years 5 months ago
2009
Springer
The notion of evolvability has been put forward to describe the“core mechanism”of natural and artificial evolution. Recently, studies have revealed the influence of the envi...
SAGA
2005
Springer
14 years 6 months ago
2005
Springer
We consider temporal aspects of self-replication and evolvability – in particular, the massively asynchronous parallel and distributed nature of living systems. Formal views of s...
ECAL
2005
Springer
14 years 6 months ago
2005
Springer
This paper investigates evolvability of artificial neural networks within an artificial life environment. Five different structural mutations are investigated, including adaptive e...