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| Author: | Glover, F. Greenberg, H. J. |
| Title: | New approaches for heuristic search : A bilateral linkage with artificial intelligence. |
| Journal: | European Journal of Operational Research
1989 : MAR 24, VOL. 39:2, p. 119-130 |
| Index terms: | ARTIFICIAL INTELLIGENCE OPERATIONAL RESEARCH |
| Language: | eng |
| Abstract: | The emerging approach of heuristic search for solutions to combinatorially complex problems (such as in manufacturing operations, financial investment, capital budgeting and resource management) is considered. Artificial intelligence is a revived approach to problem-solving that requires heuristic search intrinsically in knowledge based operations, especially for logical and analogical reasoning mechanisms. Thus, a bilateral linkage between operations research and artificial intelligence is their common interest in solving hard problems with heuristic search. However, long-standing methods of directed tree search with classical problem heuristics are not wholly satisfactory, thus new approaches are needed. |
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