ICQSWM: An inexact chance-constrained quadratic solid waste management model

被引:12
|
作者
Sun, Y. [2 ]
Huang, G. H. [1 ]
Li, Y. P. [3 ]
机构
[1] Univ Regina, Fac Engn, Regina, SK S4S 0A2, Canada
[2] N China Elect Power Univ, Sino Canada Ctr Energy & Environm Res, Beijing 102206, Peoples R China
[3] Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Chance-constrained programming; Quadratic; Inexact; Environment; Optimization; Solid waste management; Uncertainty; STOCHASTIC PROGRAMMING APPROACH; UNCERTAINTY; SYSTEMS; ALGORITHM;
D O I
10.1016/j.resconrec.2009.11.004
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
An inexact chance-constrained quadratic solid waste management (ICQSWM) model is developed for planning municipal solid waste (MSW) management systems. The ICQSWM improves upon existing methods of inexact two-stage chance-constrained linear programming (ITCLP) and interval quadratic programming (IQP). It can tackle uncertainties presented as both probability distributions and discrete intervals; moreover, it can be used for analyzing various policy scenarios which are associated with different levels of economic penalties when the promised targets are violated. It can also reflect the effects of economies of scale under uncertainty. The developed method is applied to a case study of waste-flow-allocation planning within a MSW management system. The results indicate that the ICQSWM model not only provides an effective tool for reflecting system cost variations but also generates decision alternatives; the solutions obtained can thus help managers to identify desired policies under various environmental and system-reliability constraints and economic objectives. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:641 / 657
页数:17
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