Title :
On the complexity of the design synthesis problem
Author :
Maimon, Oded ; Braha, Dan
Author_Institution :
Dept. of Ind. Eng., Tel Aviv Univ., Israel
fDate :
1/1/1996 12:00:00 AM
Abstract :
Presents and analyzes 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, the authors 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
Keywords :
CAD; algebra; computational complexity; design engineering; information theory; knowledge based systems; probability; search problems; NP-complete; algebraic structure; automatic design tools; basic synthesis problem; computational support systems; descriptive design theory; design artifact description; design synthesis problem; evolutionary process; feedback loop; tractability; Feedback loop; Humans; Performance analysis; Problem-solving; Process design; Software design; Software engineering; Structural engineering; Testing; Visualization;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/3468.477869