Title | ||
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Knowledge-based approach for dimensionality reduction solving repetitive combinatorial optimization problems |
Abstract | ||
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•Applies case-based reasoning to deploy past solutions for dimensionality reduction.•Combines case-based reasoning and mathematical programming techniques.•Solves repetitive combinational optimization problems efficiently.•Applies artificial intelligence in solving mathematical problems.•Tests are conducted on a supplier selection problem and a knapsack problem. |
Year | DOI | Venue |
---|---|---|
2021 | 10.1016/j.eswa.2021.115502 | Expert Systems with Applications |
Keywords | DocType | Volume |
Case-based reasoning,Dimensionality reduction,Curse of dimensionality,Combinatorial optimization,Knapsack | Journal | 184 |
ISSN | Citations | PageRank |
0957-4174 | 0 | 0.34 |
References | Authors | |
0 | 1 |