1982 - Heuretics: Theoretical & Experimental Study of Heuristic Rules
نویسنده
چکیده
t Michie, Nilsson, Gaschnig, etc. See, for example, Gaschnig 771 and the references he cites.). The second use, plausible move generation, is the source of power exploited by AM [Lenat 791. Tt has the character of lean? irlg by disco WY)). h the third and final case, the entities being learned are not new domain concepts, but new heuristics. Hypothesis 3: Heuristics can act as “plausible move generators”, to guide an explorer -be he human or m:~chir~e -toward valuable nejv concepts worthy of attentilon. This is one of the t.hree roles for a heuristic t-~-ul;~~as nyted.in Hyp. 2. Here we illustrate how that . <,onslcler, as an example, the heuristic Hl:
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Heuretics: Theoretical and Experimental Study of Heuristic Rules
Hypothesis 2: Heuristic rules have three primary uses: to prune away implausible "moves" (actions, alternatives, etc.), to propose plausible ones, and to serve as data for the induction of new heuristic rules. The first of these, using a heuristic to prune a search, is the one most heavily studied by earlier workers in the field (Michie, Nilsson. Gaschmg, etc See, for example, [Gaschnig 77] and...
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