Computer Science – Neural and Evolutionary Computing
Scientific paper
2008-03-11
UK Operational Research Society Simulation Workshop 2006 (SW 2006), Leamington Spa, UK 2006
Computer Science
Neural and Evolutionary Computing
Scientific paper
The purpose of this report is to present the Crossdock Door Assignment Problem, which involves assigning destinations to outbound dock doors of Crossdock centres such that travel distance by material handling equipment is minimized. We propose a two fold solution; simulation and optimization of the simulation model simulation optimization. The novel aspect of our solution approach is that we intend to use simulation to derive a more realistic objective function and use Memetic algorithms to find an optimal solution. The main advantage of using Memetic algorithms is that it combines a local search with Genetic Algorithms. The Crossdock Door Assignment Problem is a new domain application to Memetic Algorithms and it is yet unknown how it will perform.
Adewunmi Adrian
Aickelin Uwe
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