Publicação: A bi-objective genetic approach for the selection of sugarcane varieties to comply with environmental and economic requirements
Nenhuma Miniatura disponível
Data
2014-06-01
Orientador
Coorientador
Pós-graduação
Curso de graduação
Título da Revista
ISSN da Revista
Título de Volume
Editor
Palgrave Macmillan Ltd
Tipo
Artigo
Direito de acesso
Acesso restrito
Resumo
The selection of sugarcane varieties is an important problem faced by companies in Brazil that exploit sugarcane harvest for energy production. In the light of current concerns regarding the reduction of environmental damage and the efficiency of the production system, research into this problem is called for. In this context the authors begin by outlining the sugarcane variety selection problem in accordance with technical constraints with the purpose of minimizing collection and transport costs and maximizing energy balance obtained from residues of the sugarcane harvest. They then present a previously developed model for the problem within bi-objective binary linear programming and study its computational complexity. Fundamentally, this paper is devoted to the application of a bi-objective genetic heuristic to the question addressed. A computational experiment, performed by resorting to a test set including real and semi-randomly generated instances, is then reported. The results prove the high quality of the heuristic in terms of solution quality, besides computing time. For these reasons, this will be an appropriate tool to help sugarcane company managers to plan their producing activities.
Descrição
Palavras-chave
Idioma
Inglês
Como citar
Journal Of The Operational Research Society. Basingstoke: Palgrave Macmillan Ltd, v. 65, n. 6, p. 842-854, 2014.
