Cárnico-ICSPEA2—A metaheuristic co-evolutionary navigator for a complex co-evolutionary farming system
- 作者：A.N. Martinez-Garcia ; J. Anderson
- 关键词：Metaheuristics ; Agriculture ; Multi-objective optimisation ; Evolutionary computation
- 刊名：European Journal of Operational Research
- 出版年：2007
- 期刊代码：58_03772217
- 类别：et
- 出版时间：16 June 2007
- 卷：179
- 期：3
- 页码：634-655
- 文件大小：489 K
摘要
This paper introduces Cárnico-ICSPEA2, a metaheuristic co-evolutionary navigator designed by its end-user as an aid for the analysis and multi-objective optimisation of a beef cattle enterprise running on temperate pastures and fodder crops in Chalco, Mexico State, in the central plateau of Mexico. By combining simulation routines and a multi-objective evolutionary algorithm with a deterministic and stochastic framework, the software imitates the evolutionary behaviour of the system of interest, helping the farm manager to ‘navigate’ through his system’s dynamic phase space. The ultimate goal was to enhance the manager’s decision-making process and co-evolutionary skills, through an increased understanding of his system and the discovery of new, improved heuristics. This paper describes the numerical simulation and optimisation resulting from the application of Cárnico-ICSPEA2 to solve a specific multi-objective optimisation problem, along with implications for the management of the system of interest.