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1. SENSOR FUSION MODELS TO INTEGRATE ELECTRONIC NOSE AND SURFACE ACOUSTIC WAVE SENSOR FOR APPLE QUALITY EVALUATION

open_access
Open Access
Author:
Li, Changying
Title:
SENSOR FUSION MODELS TO INTEGRATE ELECTRONIC NOSE AND SURFACE ACOUSTIC WAVE SENSOR FOR APPLE QUALITY EVALUATION
Graduate Program:
Agricultural and Biological Engineering
Keywords:
probabilistic neural networks
differential evolution
covariance matrix adaptation evolutionary algorith
genetic algorithms
multisensor data fusion
evolutionary algorithms
odor
artificial neural networks
olfaction
gas sensors
artificial nose
zNoseTM
surface acoustic wave sensor
electronic nose
back-propagation neural networks
learning vector quantification networks
principal component analysis
partial least square
discriminant analysis
File:
Download CLIthesis102.pdf
Committee Members:
Paul Heinz Heinemann, Committee Chair/Co-Chair
Virendra Puri, Committee Member
Paul Walker, Committee Member
Devin G Peterson, Committee Member

2. Multi-Objective Optimization for Unmanned Surveillance Networks Using Evolutionary Algorithms

open_access
Open Access
Author:
Williams, Jonathan
Title:
Multi-Objective Optimization for Unmanned Surveillance Networks Using Evolutionary Algorithms
Graduate Program:
Electrical Engineering
Keywords:
evolutionary strategies
differential evolution
evolutionary algorithms
underwater vehicles
sensor networks
optimization
search path generation
File:
Download Williams_Thesis.pdf
Committee Members:
Kwang Yun Lee, Thesis Advisor/Co-Advisor

3. General Framework for the Reconfiguration of Satellite Constellations

open_access
Open Access
Author:
Ferringer, Matthew Phillip
Title:
General Framework for the Reconfiguration of Satellite Constellations
Graduate Program:
Aerospace Engineering
Keywords:
satellite constellation design
multi-objective optimization
evolutionary algorithms
decision support
high performance computing
satellite constellation reconfiguration
high-dimensional visualization
File:
Download Ferringer_Dissertation_Final_03-26-2009.pdf
Committee Members:
Dr David B Spencer, Dissertation Advisor/Co-Advisor
David Spencer, Committee Chair/Co-Chair
Robert Graham Melton, Committee Member
Sven G Bilen, Committee Member
Patrick M Reed, Committee Member
Thomas Starchville Jr, Committee Member

4. Enhancing Analytical Toolboxes of Pavement Management Systems via Integration of Computational Intelligence

open_access
Open Access
Author:
Kargah Ostadi, Nima
Title:
Enhancing Analytical Toolboxes of Pavement Management Systems via Integration of Computational Intelligence
Graduate Program:
Civil Engineering
Keywords:
pavement management
backcalculation
performance model
computational intelligence
neural network
evolutionary algorithms
File:
Download NIMA_FINAL_DISSERTATION.pdf
Committee Members:
Shelley Marie Stoffels, Dissertation Advisor/Co-Advisor
Shelley Marie Stoffels, Committee Chair/Co-Chair
Mansour Solaimanian, Committee Member
Patrick M Reed, Committee Member
Catherine Mary Harmonosky, Committee Member