Designing and reporting on computational experiments with heuristic methods |
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| Authors: | Richard S Barr Bruce L Golden James P Kelly Mauricio G C Resende William R Stewart Jr |
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| Institution: | (1) Department of Computer Science and Engineering, Southern Methodist University, 75275-0122 Dallas, TX;(2) College of Business and Management, University of Maryland, 20742 College Park, MD;(3) College of Business and Administration, University of Colorado at Boulder, 80309 Boulder, CO;(4) Mathematical Sciences Research Center, AT&T Bell Laboratories, 07974-2040 Murray Hill, NJ;(5) School of Business Administration, The College of William and Mary, 23185 Williamsburg, VA |
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| Abstract: | This article discusses the design of computational experiments to test heuristic methods and provides reporting guidelines
for such experimentation. The goal is to promote thoughtful, well-planned, and extensive testing of heuristics, full disclosure
of experimental conditions, and integrity in and reproducibility of the reported results. |
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| Keywords: | heuristics algorithms experimental design computational testing |
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