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Full Description
In this book, the authors describe how designers evolve their designs through the Design Evolution Cycle. It identifies challenges associated with designing complex systems, such as dealing with multiple conflicting goals, evolving design preferences, nonlinear and nonconvex constraints and goals, continuous and discrete variables, coupled decisions, sub-models with different levels of fidelity, and emergent properties.
The book empowers designers to make robust, informed, and iteratively improved decisions in designing complex systems
Contents
DESIGNING COMPLEX SYSTEMS USING SATISFICING STRATEGY.- RESEARCH QUESTIONS: HOW CAN WE REALIZE MODEL EVOLUTION.- PROPOSED METHODS THE DESIGN EVOLUTION LOOP.- Types I and II Robust Design Through Formulation Exploration Framework.- TYPE I, II, AND III ROBUST DESIGN THROUGH IMPROVING APPROXIMATION.- TYPE I, III, AND IV ROBUST DESIGN THROUGH UNSUPERVISED LEARNING.- TYPE I, II, AND IV ROBUST DESIGN THROUGH EMERGENT PROPERTIES IDENTIFICATION AND INTERPRETATIONS.- VALIDATION OF THE HYPOTHESES IN REALIZING
DESIGN EVOLUTION.- CLOSING REMARKS - ADVANCING DESIGN EVOLUTION IN OTHER DISCIPLINES.
