Architecting a Satisficing Strategy for Designing Complex Systems （2025. iv, 353 S. IV, 353 p. 160 illus., 146 illus. in color. 235 mm）

Guo, Lin/Allen, Janet K./Mistree, Farrokh

SPRINGER, BERLIN; SPRINGER（2025/10発売）

• 製本 Hardcover:ハードカバー版
• 言語 ENG
• 商品コード 9783032045768

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.