Combining metaheuristics with mathematical programming, constraint programming and machine learning

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Integer and Combinatorial Optimization

H. P. Williams, George L. Nemhauser, Laurence A. Wolsey · Journal of the Operational Research Society · 1990 · 5.6K citations

Natural Sciences, Mathematics, Algorithms +11

Partitioning procedures for solving mixed-variables programming problems

J. F. Benders · Numerische Mathematik · 1962 · 3.8K citations

Natural Sciences, Computer Science, Optimization +7

Greedy Randomized Adaptive Search Procedures

Thomas A. Feo, Maurício G. C. Resende · Journal of Global Optimization · 1995 · 2.7K citations

Computing, Computer Science, Mathematics +10

A Greedy Heuristic for the Set-Covering Problem

Vašek Chvátal · Mathematics of Operations Research · 1979 · 2.6K citations

Natural Sciences, Computer Science, Mathematics +17