Elena Popovici
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Home CV Publications Projects
2010 (to appear)
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Elena Popovici, Anthony Bucci, Paul Wiegand, and Edwin D. De Jong. Coevolutionary principles. Chapter in Handbook of Natural Computing -- HNC. (c) Springer.
2009
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Philipp Stuermer, Anthony Bucci, Juergen Branke, Pablo Funes, and Elena Popovici. Analysis of coevolution for worst-case optimization. In Proceedings of the Genetic and Evolutionary Computation Conference -- GECCO-2009. (c) ACM.
Note: Nominated for Best Paper Award, Genetic Algorithms Track
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Elena Popovici and Kenneth De Jong. Monotonicity versus performance in co-optimization. In Foundations of Genetic Algorithms -- FOGA X. (c) ACM.
2007
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Elena Popovici, Oliver Bandte, Paolo Gaudiano. New Approaches for the Automated Performance Evaluation and Design of Control Systems:
A Firemain Example. In Proceedings of the Automation and Control Symposium, American Society for Naval Engineers (ASNE).
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2006
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Elena Popovici. An Analysis of Two-Population Co-evolutionary Computation. PhD Dissertation. George Mason University.
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Elena Popovici and Kenneth De Jong. Sequential versus Parallel Cooperative Coevolutionary Algorithms for Optimization. In Proceedings of the Congress on Evolutionary Computation -- CEC-2006. (c) IEEE.
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Elena Popovici and Kenneth De Jong. The Effects of Interaction Frequency on the Optimization Performance of Cooperative Coevolution. In Proceedings of the Genetic and Evolutionary Computation Conference -- GECCO-2006. (c) ACM.
Note: Won Best Paper Award, Coevolution Track
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Elena Popovici and Kenneth De Jong. The Dynamics of the Best Individuals in Coevolution. In Journal of Natural Computing -- NACO. (c) Springer.
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2005
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Elena Popovici and Kenneth De Jong. A Dynamical Systems Analysis of Collaboration Methods in Cooperative Co-evolution. In Coevolutionary and Coadaptive Systems Workshop at the AAAI Fall Symposia -- AAAIFS-2005. (c) AAAI Press.
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Elena Popovici and Kenneth De Jong. Relationships between Internal and External Metrics in Co-evolution. In Proceedings of the Congress on Evolutionary Computation -- CEC-2005. (c) IEEE.
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Elena Popovici and Kenneth De Jong. Understanding Cooperative Co-evolutionary Dynamics via Simple Fitness Landscapes. In Proceedings of the Genetic and Evolutionary Computation Conference -- GECCO-2005. H.-G. Beyer et al., Eds. (c) ACM.
Note: Won Best Paper Award, Coevolution Track
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Elena Popovici. Evolving Families of Designs Using L-systems - Technical Report, Computer Science Department at George Mason University, Fairfax, VA, USA, 2005.
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2004
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Elena Popovici and Kenneth De Jong. Understanding Competitive Co-evolutionary Dynamics via Fitness Landscapes. In Artificial Multiagent Learning Workshop at the AAAI Fall Symposia -- AAAIFS-04. S. Luke, Ed. (c) AAAI Press.
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[[[ a different version also published as: Elena Popovici and Kenneth De Jong. Understanding Competitive Co-evolutionary Dynamics via Fitness Landscapes. In Late Breaking Papers of the Genetic and Evolutionary Computation Conference -- GECCO-2004. (c) Springer. ]]]
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Oguejiofor, E., Kicinger, R., Popovici, E., Arciszewski, T., DeJong, K. Intelligent Tutoring Systems: An Ontology Based Approach. In International Journal of Computing in Architecture, Engineering, and Construction, Vol. 2, No. 2, 2004.
[Link][PDF]
2003
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Elena Popovici and Kenneth De Jong. Understanding EA Dynamics via Population Fitness Distributions. In Proceedings of the Genetic and Evolutionary Computation Conference -- GECCO-2003. E. Cantu-Paz, Ed.(c) Springer.
[PDF - poster version from proceedings][PDF - full version]
2001
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Mihai Boicu, Gheorghe Tecuci, Bogdan Stanescu, Gabriel C. Balan and Elena Popovici. Ontologies and the Knowledge Acquisition Bottleneck. In Proceedings of the Workshop on Ontologies and Information Sharing at the International Joint Conference on Artificial Intelligence -- IJCAI-2001. (c) AAAI Press.
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