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Operations research applied to forestry management.

机译:运筹学应用于林业管理。

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摘要

People want to use forests for their benefits as much as possible but environmental impacts of their actions should be minimized. This leads to difficult land management problems with multiple, conflicting objectives. Forest land management analysts have developed and utilized sophisticated planning methods to address complex issues involving multiple objectives. An intensive literature review of these techniques is presented. The most popular multiobjective technique among forester is Goal Programming. Multiobjective Genetic Algorithms are relatively new optimization techniques which have not yet been used in forestry. Two multiobjective forestry problems are solved using a Multiobjective Genetic Algorithm and the results are compared to Goal Programming solutions. It is shown that the Multiobjective Genetic Algorithm can find solutions with better tradeoffs between conflicting objectives.
机译:人们希望尽可能多地利用森林来谋取利益,但应将其行动对环境的影响降至最低。这导致具有多个相互矛盾的目标的困难的土地管理问题。林地管理分析师已经开发并利用了复杂的计划方法来解决涉及多个目标的复杂问题。提供了对这些技术的深入文献综述。林务人员中最流行的多目标技术是目标编程。多目标遗传算法是相对较新的优化技术,尚未在林业中使用。使用多目标遗传算法解决了两个多目标林业问题,并将结果与​​目标规划解决方案进行了比较。结果表明,多目标遗传算法可以在冲突目标之间找到较好的折衷方案。

著录项

  • 作者

    Sianturi, Maikel.;

  • 作者单位

    University of Manitoba (Canada).;

  • 授予单位 University of Manitoba (Canada).;
  • 学科 Operations Research.;Agriculture Forestry and Wildlife.
  • 学位 M.Sc.
  • 年度 2000
  • 页码 158 p.
  • 总页数 158
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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