Elena Popovici
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Home CV Publications Projects
At Icosystem:
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Agent-based modeling of asset-pipeline portfolio management. Evolutionary optimization of management strategies.
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Evolutionary and co-evolutionary design of control algorithms for piping networks.
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Theoretical and empirical analysis of coevolutionary algorithms and worst-case optimization.
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Evolutionary learning of predictive models for gas pricing.
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Network clustering algorithms. Applications to text visualization and blog connectivity analysis.
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Evolutionary and co-evolutionary optimization of smart valve placement in piping networks.
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Text visualization algorithms.
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Agent-based modeling of consumer decision making. Evolutionary calibration of model parameters.
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Optimization of keyword selection for search-engine marketing.
At George Mason University:
Network Intrusion
Anthrax Propagation
Cellular Automata
Lindenmayer-Systems
Blast Simulation
Engineering Education: Personal Air Vehicles
Network Intrusion
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An agent-based model designed to study computer network security issues. Study of the use of honeypots.
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Evolution of hackers strategies. Coevolution of hacker strategies and network policies.
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Developed in MASON and ECJ.
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Description included in this paper presenting MASON (see Section 5.1 and Acknowledgements for credits).
Anthrax Propagation
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An agent-based model designed to study the propagation of Anthrax through the human body
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I ported it from SWARM to MASON. Jayshree Sarma (jsarma at gmu edu) has further developed it since.
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Description included in this paper presenting MASON (see Section 5.4 and Acknowledgements for credits).
Cellular Automata
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Evolving cellular automata rules that can generate pre-defined 2D patterns.
Lindenmayer-Systems
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Evolving families of designs using L-Systems.
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A technical report on this work is available here or here.
Blast Simulation
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Maximize the damage produced in a given environment by releasing hazardous materials. The damage depends largely on the release position.
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Use Evolutionary Computation to find the release position that maximizes damage.
Engineering Education: Personal Air Vehicles
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An ontology-based tutoring system.
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A paper on this work is available here.
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Project webpage: here.
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The online tutoring system: here.