On the complexity of the design synthesis problem

Oded Maimon*, Dan Braha

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper we present and analyze a formal model of a design process, emphasizing the synthesis part. The design artifact description is identified as an algebraic structure. The desired function and constraints are mapped to the artifact description using an evolutionary process that can be visualized as a feedback loop of analysis, synthesis and evaluation. A special case of the synthesis activity, called the Basic Synthesis Problem (BSP), is addressed. The BSP is shown to be NP-Complete. As a consequence, tractability can be obtained by enforcing constraints on the artifact structure. As such, we present a model having an element of descriptive design theory that is also a framework for the future development of computational support systems and automatic design tools.

Original languageEnglish
Pages (from-to)142-151
Number of pages10
JournalIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans
Volume26
Issue number1
DOIs
StatePublished - 1996

Fingerprint

Dive into the research topics of 'On the complexity of the design synthesis problem'. Together they form a unique fingerprint.

Cite this