Nilsson, N. J.


A Survey of the Literature on Problem-solving methods in artificial intelligence

Classics

"Problem-solving methods using some sort of heurstically guided search process have been the subject of much research in Artificial Intelligence. This paper groups these problem-solving methods under three major headings: the State-Space Approach, the Problem-Reduction Approach and the Formal-Logic Approach." New York: McGraw-Hill.


A Formal Basis for the Heuristic Determination of Minimum Cost Paths

Classics

"Although the problem of determining the minimum cost path through a graph arises naturally in a number of interesting applications, there has been no underlying theory to guide the development of efficient search procedures. Moreover, there is no adequate conceptual framework within which the various ad hoc search strategies proposed to date can be compared. This paper describes how heuristic information from the problem domain can be incorporated into a formal mathematical theory of graph searching and demonstrates an optimality property of a class of search strategies."See also: Correction IEEE Transactions on Systems Science and Cybernetics, SSC-4 (2), 100-107.