Optimal Parameter Settings for Solving Harvest Scheduling Models with Adjacency Constraints

Yazarlar

  • Phillip J. Manning Northeast Land Management, LLC, USA
  • Marc E McDill The Pennsylvania State University, USA

Anahtar Kelimeler:

Harvest scheduling- adjacency constraints- forest management- area restriction models- unit restriction models

Öz

Optimal parameter settings to improve the efficiency of solving harvest scheduling models with adjacency constraints were examined using Ilog’s Cplex® 11.2 optimizer tuning tool.  A total of 160 randomly generated hypothetical forests were created with either 50 or 100 stands and four age-class distributions.  Mixed integer programming problems were formulated in Model I form with four different adjacency constraint types, two Unit Restriction Model (URM) adjacency constraints (Pairwise and Maximal Clique) and two Area Restriction Model (ARM) formulations (Path and Generalized Management Unit).  A total of 640 problem sets-where a set is a common forest size, age-class distribution, and adjacency constraint type-were tuned to determine optimal parameter settings and then were solved at both the default and optimal settings.  In general, mean solution time was less for a given problem set using the optimal parameters compared to the default parameters.  The results discussed provide a simple approach to decrease the solution time of solving mixed integer forest planning problems with adjacency constraints.

Yazar Biyografileri

  • Phillip J. Manning, Northeast Land Management, LLC, USA

    Forest Biometrician

  • Marc E McDill, The Pennsylvania State University, USA

    Associate Professor of Forest Resource Management

Yayınlanmış

2012-02-28

Sayı

Bölüm

Operations Research and Decision Support Systems

Nasıl Atıf Yapılır

Manning, P. J., & McDill, M. E. (2012). Optimal Parameter Settings for Solving Harvest Scheduling Models with Adjacency Constraints. Mathematical and Computational Forestry & Natural-Resource Sciences (MCFNS), 4(1), 16-26 (11). https://mcfns.com/index.php/Journal/article/view/4.3

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