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» On the Evolution of IMEDIA Implementations
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GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
14 years 1 months ago
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies
First, the covariance matrix adaptation (CMA) with rankone update is introduced into the (1+1)-evolution strategy. An improved implementation of the 1/5-th success rule is propose...
Christian Igel, Thorsten Suttorp, Nikolaus Hansen
APCCM
2007
13 years 11 months ago
A Framework for Managing the Evolution of Business Protocols in Web Services
Web services are loosely coupled software components that are published, discovered, and invoked across the Web. As the use of Web services grows, in order to correctly interact w...
Seung Hwan Ryu, Régis Saint-Paul, Boualem B...
NSDI
2004
13 years 11 months ago
Path-Based Failure and Evolution Management
We present a new approach to managing failures and evolution in large, complex distributed systems using runtime paths. We use the paths that requests follow as e through the syst...
Mike Y. Chen, Anthony Accardi, Emre Kiciman, David...
IIS
2000
13 years 11 months ago
Speeding Up Evolution through Learning: LEM
This paper reports briefly on the development of a new approach to evolutionary computation, called the Learnable Evolution Model or LEM. In contrast to conventional Darwinian-typ...
Ryszard S. Michalski, Guido Cervone, Kenneth A. Ka...
GECCO
2007
Springer
162views Optimization» more  GECCO 2007»
14 years 1 months ago
Genetic evolution of hierarchical behavior structures
The development of coherent and dynamic behaviors for mobile robots is an exceedingly complex endeavor ruled by task objectives, environmental dynamics and the interactions within...
Brian G. Woolley, Gilbert L. Peterson