Proceedings

Characterizing Search Spaces

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Proceedings of the Eighth International Joint Conference on Artificial Intelligence. Planning and Search. Pages 780-781.

Abstract

A heuristic is good on a search space to the extent that it allows the prediction of which states are near to the goal. In this paper heuristics are investigated on several different search spaces. A measure is proposed for assessing the predictive accuracy of a given heuri stic on a given search space. Themeasure sheds light on characteristics of the Traveling Salesman Problem that make it computationally mor e difficult to solve than the Minimum Spanning-Tree Problem.

Roy Rada. 1983. Characterizing Search Spaces. In Proceedings of the Eighth International Joint Conference on Artificial Intelligence, IJCAI-83. IJCAI, 780–781. https://ijcai.org/proceedings/1983/189
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