Um estudo de técnicas da Inteligência Artificial aplicadas na distribuição de recursos em áreas geográficas
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2011-04-28
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Universidade Federal de Goiás
Resumo
This paper studies a problem that is the distribution of resources in geographical areas.
Many organizations, from taxis, to the military faces this problem in their daily operations.
In essence, it tries to answer the question: What are the best places in which I place
my assets in the geographic area X, according to a set of constraints Y? . To answer
the question, we studied representation models of the problem, known techniques have
been applied in Artificial Intelligence and Operations Research, such as: testing all
combinations, greedy algorithms, heuristics and genetic algorithms. Algorithms were
created and simulations were performed. Furthermore, Multiagent System was developed
that implements one of algorithms developed. In evaluating the proposals made in this
dissertation, it was considered the field of Electric Companies in the task of distributing
vehicles in a city.
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TELES, Ronneesley Moura. Resource Allocation in Geographical Areas. 2011. 138 f. Dissertação (Mestrado em Ciências Exatas e da Terra - Ciências da Computação) - Universidade Federal de Goiás, Goiânia, 2011.