BIB-VERSION:: CS-TR-v2.0 ID:: STAN//CS-TR-70-176 ENTRY:: November 06, 1995 ORGANIZATION:: Stanford University, Department of Computer Science TITLE:: On generality and problem solving: a case study using the DENDRAL program TYPE:: Technical Report AUTHOR:: Feigenbaum, Edward A. AUTHOR:: Buchanan, Bruce G. AUTHOR:: Lederberg, Joshua DATE:: August 1970 PAGES:: 54 ABSTRACT:: Heuristic DENDRAL is a computer program written to solve problems of inductive inference in organic chemistry. This paper will use the design of Heuristic DENDRAL and its performance on different problems for a discussion of the following topics: 1. the design for generality; 2. the performance problems attendant upon too much generality; 3. the coupling of expertise to the general problem solving processes; 4. the symbiotic relationship between generality and expertness, and the implications of this symbiosis for the study and design of problem solving systems. We conclude the paper with a view of the design for a general problem solver that is a variant of the "big switch" theory of generality. NOTES:: [Adminitrivia V1/Prg/19951106] END:: STAN//CS-TR-70-176