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This produces new children (or off-springs) with some features inherited from each parent.

Optimization of containers built in distribution across cartons, pallets and trailers gives the freedom to lower the shipping costs per unit by loading more cargo per container or trailer.

By optimizing the loads, the organization can ship fewer loads using more efficient loading patterns.

Genetic algorithms are not guaranteed to find the global optimum solution to a problem but they are generally good at finding "acceptably good" solutions to problems "acceptably quickly" [Beasley , 1993].

Typical applications of genetic algorithms are numerical function optimization, scheduling, game playing, adaptive control, transportation problems, travelling salesman problems, bin packing, time tabling, etc.

Container capacity (of ships, ports, etc) is measured in twenty-foot equivalent units (TEU).

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