Learning a procedure that can solve hard bin-packing problems: a new GA-based approach to hyperheuristics.
Conference Proceeding
Ross, P., Marin-Blazquez, J. G., Schulenburg, S. & Hart, E. (2003)
Learning a procedure that can solve hard bin-packing problems: a new GA-based approach to hyperheuristics
The idea underlying hyper-heuristics is to discover some
combination of familiar, straightforward heuristics that performs very well across a whole range of problems. To be wo...
Hyper-heuristics: learning to combine simple heuristics in bin-packing problems.
Conference Proceeding
Ross, P., Schulenburg, S., Marin-Blazquez, J. G. & Hart, E. (2002)
Hyper-heuristics: learning to combine simple heuristics in bin-packing problems. ISBN 1558608788
Evolutionary algorithms (EAs) often appear to be a ‘black box’, neither offering worst-case bounds nor any guarantee of optimality when used to solve individual problems. They...