ON THE COMPLEXITY OF THE DESIGN SYNTHESIS PROBLEM

Authors
Citation
O. Maimon et D. Braha, ON THE COMPLEXITY OF THE DESIGN SYNTHESIS PROBLEM, IEEE transactions on systems, man and cybernetics. Part A. Systems and humans, 26(1), 1996, pp. 142-151
Citations number
25
Categorie Soggetti
System Science",Ergonomics,"Computer Science Cybernetics
ISSN journal
10834427
Volume
26
Issue
1
Year of publication
1996
Pages
142 - 151
Database
ISI
SICI code
1083-4427(1996)26:1<142:OTCOTD>2.0.ZU;2-5
Abstract
In this paper we present and analyze a formal model of a design proces s, emphasizing the synthesis part. The design artifact description is identified as an algebraic structure. The desired function and constra ints are mapped to the artifact description using an evolutionary proc ess that can be visualized as a feedback loop of analysis, synthesis a nd evaluation. A special case of the synthesis activity, called the Ba sic Synthesis Problem (BSP), is addressed. The BSP is shown to be NP-C omplete. As a consequence, tractability can be obtained by enforcing c onstraints on the artifact structure. As such, we present a model havi ng an element of descriptive design theory that is also a framework fo r the future development of computational support systems and automati c design tools.