RECENT RESEARCH

DESIGN OF PRODUCTS WITH HIGH-EMOTIONAL VALUE
UNIFICATION OF STYLISTIC FORM AND FUNCTION
FINDING DESIGN ANALOGIES
DESIGN TEAM CONVERGENCE
PROBLEM SOLVING PERFORMANCE
OPTIMIZATION FOR RENEWABLE ENERGY
NEURO MAPPING AND UTILITY THEORY FOR DECISION MAKING
MULTI-SCALE BIOLOGY BASED DESIGN
CONSUMER PREFERENCE MODELING

 

 

PAST RESEARCH

COMBINATORY ADAPTIVE OPTIMIZATION WITH MULTI-AGENT SYSTEMS
QUANTIFYING AESTHETIC FORM PREFERENCE AND DESIGN GENERATION
DESIGN & ORGANIZATION
CREATING CULTURAL IDENTITIES
DESIGN LANGUAGES IN CULTURAL SYSTEMS
INTELLIGENT 3D SYSTEMS
HARLEY SHAPE GRAMMAR
MEMS
A-DESIGN
COFFEE MAKER GRAMMAR
DISCRETE STRUCTURES
 

 

 

 

 




 

 

IDIG RESEARCH

The IDI group focuses on the early design process. Our interests span from computational tools and theories to product development practice which work in concert to advance the state of the art in product creation.

Computational work on design conceptualization and product layout emphasizes computational representation, generation, and optimizing search of the design space. Our premise is that computational tools must support a design process modeled by lateral exploration, followed by a focused investigation of one or more good designs. Based on this premise, much of our work has concentrated on stochastic search techniques and cognitive mechanisms, and various grammatical representations to model, generate, and move within the design space. The result is a merging between design theory, artificial intelligence, cognition and operations research, giving a unique approach to addressing the conceptual design problem.

 



 
 

© 2013 Jonathan Cagan, Carnegie Mellon


























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