Browsing Open Access Repositories by Subject "Combinatorial optimization, linear programming, regression, boosting trees, planning"
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Efficiently Solving Repeated Integer Linear Programming Problems by Learning Solutions of Similar Linear Programming Problems using Boosting Trees
(2015-01-21)It is challenging to obtain online solutions of large-scale integer linear programming (ILP) problems that occur frequently in slightly different forms during planning for autonomous systems. We refer to such ILP problems ...