Virtual Savant for the Knapsack Problem: learning for automatic resource allocation

This article presents the application of Virtual Savant to solve resource allocation problems, a widely-studied area with several real-world applications. Virtual Savant is a novel soft computing method that uses machine learning techniques to compute solutions to a given optimization problem. Virtu...

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Bibliographic Details
Main Authors: Renzo Massobrio, Bernabé Dorronsoro Díaz, Sergio Enrique Nesmachnow Cánovas
Format: Article
Language:English
Published: Ivannikov Institute for System Programming of the Russian Academy of Sciences 2019-06-01
Series:Труды Института системного программирования РАН
Subjects:
Online Access:https://ispranproceedings.elpub.ru/jour/article/view/1158