In the paper we address the design and selection of products in the framework of genetic algorithms and neural networks. We propose a procedure in alternative to the current methodologies and illustrate its advantages and disadvantages. The results of a real-world application are reported. Although these results refer to a specific consumer product, we believe that it is worth to continue the analysis of this methodology.
Palmitesta, P., Provasi, C., Spera, C. (1999). Design and Selection of Products Through Neural Networks and Genetic Algorithms. APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 15, 409-417 [10.1002/(SICI)1526-4025(199910/12)15:4<409::AID-ASMB404>3.0.CO;2-V].
Design and Selection of Products Through Neural Networks and Genetic Algorithms
PALMITESTA, PAOLA;
1999-01-01
Abstract
In the paper we address the design and selection of products in the framework of genetic algorithms and neural networks. We propose a procedure in alternative to the current methodologies and illustrate its advantages and disadvantages. The results of a real-world application are reported. Although these results refer to a specific consumer product, we believe that it is worth to continue the analysis of this methodology.
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https://hdl.handle.net/11365/28012
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