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» Taming architectural evolution
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GECCO
2003
Springer
153views Optimization» more  GECCO 2003»
14 years 2 months ago
SEPA: Structure Evolution and Parameter Adaptation in Feed-Forward Neural Networks
Abstract. In developing algorithms that dynamically changes the structure and weights of ANN (Artificial Neural Networks), there must be a proper balance between network complexit...
Paulito P. Palmes, Taichi Hayasaka, Shiro Usui
CSMR
2004
IEEE
14 years 16 days ago
Tool Support for Traceable Product Evolution
In software product families, the full benefit of reuse can only be achieved if traceability of requirements to architecture, components and further down to source code is support...
Patricia Lago, Eila Niemelä, Hans van Vliet
GECCO
2008
Springer
257views Optimization» more  GECCO 2008»
13 years 10 months ago
Rapid evaluation and evolution of neural models using graphics card hardware
This paper compares three common evolutionary algorithms and our modified GA, a Distributed Adaptive Genetic Algorithm (DAGA). The optimal approach is sought to adapt, in near rea...
Thomas F. Clayton, Leena N. Patel, Gareth Leng, Al...
ICDE
2009
IEEE
195views Database» more  ICDE 2009»
14 years 3 months ago
The PRISM Workwench: Database Schema Evolution without Tears
— Information Systems are subject to a perpetual evolution, which is particularly pressing in Web Information Systems, due to their distributed and often collaborative nature. Su...
Carlo Curino, Hyun J. Moon, MyungWon Ham, Carlo Za...
KBSE
2008
IEEE
14 years 3 months ago
Effort Estimation in Capturing Architectural Knowledge
Capturing and using design rationale is becoming a hot topic for software architects, as architectural design decisions are now considered first class entities that should be reco...
Rafael Capilla, Francisco Nava, Carlos Carrillo