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» An algorithmic approach to knowledge evolution
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GECCO
2009
Springer
191views Optimization» more  GECCO 2009»
14 years 1 months ago
Evolvable malware
The concept of artificial evolution has been applied to numerous real world applications in different domains. In this paper, we use this concept in the domain of virology to ev...
Sadia Noreen, Shafaq Murtaza, M. Zubair Shafiq, Mu...
TEC
2008
98views more  TEC 2008»
13 years 6 months ago
Opposition-Based Differential Evolution
Evolutionary Algorithms (EAs) are well-known optimization approaches to cope with non-linear, complex problems. These population-based algorithms, however, suffer from a general we...
Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A...
ML
2010
ACM
175views Machine Learning» more  ML 2010»
13 years 1 months ago
Concept learning in description logics using refinement operators
With the advent of the Semantic Web, description logics have become one of the most prominent paradigms for knowledge representation and reasoning. Progress in research and applica...
Jens Lehmann, Pascal Hitzler
MICAI
2004
Springer
14 years 3 days ago
Simple Feasibility Rules and Differential Evolution for Constrained Optimization
In this paper, we propose a differential evolution algorithm to solve constrained optimization problems. Our approach uses three simple selection criteria based on feasibility to g...
Efrén Mezura-Montes, Carlos A. Coello Coell...
SOCA
2010
IEEE
13 years 4 months ago
Supporting the evolution of model-driven service-oriented systems: A case study on QoS-aware process-driven SOAs
Process-driven service-oriented architectures (SOA) need to cope with constant changing requirements of various compliance requirements, such as quality of service (QoS) constraint...
Ernst Oberortner, Uwe Zdun, Schahram Dustdar, Agni...