GREY FUZZY DYNAMIC PROGRAMMING: APPLICATION TO MUNICIPAL SOLID WASTE MANAGEMENT PLANNING PROBLEMS

Abstract This paper integrates the concepts of grey systems and fuzzy sets into optimization analysis by dynamic programming as a means of accounting for system uncertainty. The developed grey fuzzy dynamic programming (GFDP) model improves upon previous DP methods by allowing uncertain input information to be directly communicated into the optimization process and solutions through the use of different a-cut levels of fuzzy numbers for the input fuzzy information, and the use of a grey fuzzy linear programming (GFLP) method for an embedded LP problem. The modelling approach is applied to a hypothetical problem for the planning of waste flow allocation and treatment/disposal facility expansion within a municipal solid waste management system. The solutions of the GFDP model corresponding to different a-cut levels provide optimal decisions regarding different development alternatives in a multi-period, multi-facility and multi-scale context, as well as the upper and lower limits of waste flow allocation. T...

[1]  Brian W. Baetz,et al.  Trash Management: Sizing and Timing Decisions for Incineration and Landfill Facilities , 1989 .

[2]  Augustine O. Esogbue,et al.  Optimal clustering of fuzzy data via fuzzy dynamic programming , 1986 .

[3]  Haralambos V. Vasiliadis,et al.  Bayesian stochastic optimization of reservoir operation using uncertain forecasts , 1992 .

[4]  Weimin Dong,et al.  Interactive fuzzy variables and fuzzy decisions , 1989 .

[5]  Guohe Huang,et al.  Grey linear programming, its solving approach, and its application , 1993 .

[6]  Hidetomo Ichihashi,et al.  Fuzzy Programming: A Survey of Recent Developments , 1990 .

[7]  Guohe Huang,et al.  A GREY LINEAR PROGRAMMING APPROACH FOR MUNICIPAL SOLID WASTE MANAGEMENT PLANNING UNDER UNCERTAINTY , 1992 .

[8]  Didier Dubois,et al.  Fuzzy sets and systems ' . Theory and applications , 2007 .

[9]  William W.-G. Yeh,et al.  Use of stochastic dynamic programming for reservoir management , 1987 .

[10]  P. Kitanidis,et al.  Gradient dynamic programming for stochastic optimal control of multidimensional water resources systems , 1988 .

[11]  Carlo Piccardi,et al.  Stochastic dynamic programming for reservoir optimal control: Dense discretization and inflow correlation assumption made possible by parallel computing , 1991 .

[12]  J. Stedinger,et al.  Sampling stochastic dynamic programming applied to reservoir operation , 1990 .

[13]  A. M. O. Esogbue,et al.  Dynamic Programming and Fuzzy Allocation Processes. , 1970 .

[14]  Guohe Huang,et al.  Grey Chance-Constrained Programming: Application to Regional Solid Waste Management Planning , 1994 .

[15]  K. Marti Stochastic Programming: Numerical Solution Techniques by Semi-Stochastic Approximation Methods , 1990 .

[16]  B. F. Sule,et al.  Stochastic dynamic programming models for reservoir operation optimization , 1984 .

[17]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[18]  Larry Jenkins Developing A Solid Waste Management Model for Toronto , 1982 .