An interactive memetic algorithm for production and manufacturing problems modelled as a multi-objective travelling salesman problem

In this paper, a preference-based, interactive memetic random-key genetic algorithm (PIMRKGA) is developed and used to find (weakly) Pareto optimal solutions to manufacturing and production problems that can be modelled as a symmetric multi-objective travelling salesman problem. Since there are a la...

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Veröffentlicht in:	International journal of production research 2012-10, Vol.50 (20), p.5671-5682
Hauptverfasser:	Samanlioglu, F., Ferrell, W.G., Kurz, M.E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithmics. Computability. Computer arithmetics Algorithms Applied sciences Computer science control theory systems Computer systems and distributed systems. User interface Decision making Decision making models Decision theory. Utility theory Exact sciences and technology Genetic algorithms Hierarchies Interactive interactive computing Logistics Manufacturing Mathematical analysis Mathematical models metaheuristics Methodology multi-criterion decision making Operational research and scientific management Operational research. Management science Optimization Pareto optimisation Pareto optimum Production management Software Studies Theoretical computing Traveling salesman problem travelling salesman problems
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