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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

Author:

Santiago Duran, Eduardo

Title:

METHODS FOR OPTIMAL EXPERIMENTAL DESIGN UNDER DIFFERENT COST STRUCTURES: OFF-LINE AND SEQUENTIAL APPROACHES

Graduate Program:

Industrial Engineering

Keywords:

optimal designs
sequential optimization
genetic algorithms
optimization

File:

Download Santiago-DOEOptRPD.pdf

Committee Members:

Enrique Del Castillo, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member
Dennis Kon Jin Lin, Committee Member
Patrick M Reed, Committee Member

Author:

Artun, Fazil Emre

Title:

Optimized Design of Cyclic Pressure Pulsing in Naturally Fractured Reservoirs Using Neural-Network Based Proxy Models

Graduate Program:

Petroleum and Natural Gas Engineering

Keywords:

cyclic pressure pulsing
improved oil recovery
optimization
screening
CO2
N2
neural networks
genetic algorithms
artificial intelligence

File:

Download Artun.pdf

Committee Members:

Turgay Ertekin, Committee Chair/Co-Chair
Robert W Watson, Committee Chair/Co-Chair
Luis F Ayala H, Committee Member
Mirna Urquidi Macdonald, Committee Member
Majid Al Wadhahi, Committee Member

Author:

Pechenkina, Anna O

Title:

The Complexity of Conflict Management

Graduate Program:

Political Science

Keywords:

Mediation
reinforcement
agent-based model
conflict management
genetic algorithms
parameter space
third-party intervention.

File:

Download Pechenkina_dissertation.pdf

Committee Members:

David Scott Bennett Jr., Dissertation Advisor/Co-Advisor
Douglas William Lemke, Committee Member
Philip A Schrodt, Committee Member
John Yen, Committee Member

Author:

Kolli, Purna Chand

Title:

Post-earthquake collapse prognostication of structural systems using sparse response data

Graduate Program:

Civil Engineering

Keywords:

Collapse prognostication
sparse response data
genetic algorithms
parameter estimation
nonlinear structural systems

File:

Download Purna_Kolli_Thesis.pdf

Committee Members:

Gordon Patrick Warn, Thesis Advisor/Co-Advisor

Author:

He, Guanwei

Title:

Continuous Low-thrust Strategy for Space-asset Recycle Missions

Graduate Program:

Aerospace Engineering

Keywords:

low-thrust spacecraft
debris removal
analytic approximation
two-variable expansion
genetic algorithms
fireworks algorithms
trajectory optimization

File:

Download Guanwei_Phd_Dissertation.pdf

Committee Members:

Robert Melton, Chair & Dissertation Advisor
Xiantao Li, Outside Unit & Field Member
David Spencer, Major Field Member
Amy Pritchett, Program Head/Chair
Sven Bilén, Major Field Member
Puneet Singla, Major Field Member

Author:

Pan, Tan

Title:

Modeling and Design Optimization of Magnetoactive Elastomer Actuator

Graduate Program:

Mechanical Engineering

Keywords:

Smart material
magnetoactive elastomer
design and optimization
Bayesian Network Classifier
advanced material design
genetic algorithms

File:

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Committee Members:

Robert Kunz, Professor in Charge/Director of Graduate Studies
Namiko Yamamoto, Outside Unit & Field Member
Zoubeida Ounaies, Major Field Member
Carolyn Seepersad, Special Member
Jared Butler, Major Field Member
Paris Von Lockette, Special Member
Mary Frecker, Chair, Minor Member & Dissertation Advisor