RESEARCH AREAS
We have studied a variety of topics in design optimization and design science, including:
Product design and decision makingĀ
Preference elicitation, preference structures and assessment
• Learning algorithms and mathematical models of crowdsourcing
• Emotional design quantification: Aesthetics and proportionality, perception of sustainability behavior modification through design
System design optimization and product development
Decomposition and coordination strategies for large-scale systems, multidisciplinary design optimization (MDO) • Design for market systems: Enterprise-wide business, marketing, engineering, public policy and economic considerations
• Analytical target cascading and analytical target setting
• Optimal design of product platforms, portfolios, and product lines
Optimal design theory and algorithms
Monotonicity analysis • Global, parametric, mixed-discrete, and Pareto optimization • Distributed, multilevel, multidisciplinary system optimization
Artificial intelligence, expert systems and nonlinear mathematical optimization • Optimal design under uncertainty
• Co-design: Combined optimal design and optimal control
Applications in systems and product design
Analytical craftsmanship • Architectural design
• Automotive systems, especially hybrid and electric powertrains • Electromagnetic systems, especially antennas • Manufacturing and design integration
• Structural design
• Sustainable products and systems
CURRENT PROJECTS
For current research projects please visit the ODE Laboratory Research page .