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作者:

Li, Y. P. (Li, Y. P..) | Huang, G. H. (Huang, G. H..) | Yang, Z. F. (Yang, Z. F..) | Nie, S. L. (Nie, S. L..) (学者:聂松林)

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EI Scopus SCIE

摘要:

Interval-parameter nonlinear programming (INP) is an extension of conventional nonlinear optimization methods for handling both nonlinearities and uncertainties. However, challenges exist in its solution method, leading to difficulties in obtaining a global optimum. In this study, a 0-1 piecewise approximation approach is provided for solving the INP, through integration with an interactive algorithm for interval-parameter optimization problems. Thus, the INP model can be transformed into two deterministic submodels that correspond to the lower and upper bounds of the objective-function value. By solving the two submodels, interval solutions can be obtained, which are used for generating a range of decision options. The developed method is applied to a case of long-term municipal solid waste (MSW) management planning. Not only uncertainties expressed as interval values but also nonlinearities in the objective function can be tackled. Moreover, economies of scale (EOS) effects on waste-management cost can also be reflected. The results obtained can be used for generating decision alternatives and thus help waste managers to identify desired policies for MSW management and planning. Compared with the conventional interval-parameter linear and quadratic programs, the developed INP can better reflect system-cost variations and generate more robust solutions.

关键词:

piecewise environment interval uncertainty solid waste decision optimization nonlinear programming

作者机构:

  • [ 1 ] [Li, Y. P.]Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
  • [ 2 ] [Huang, G. H.]Univ Regina, Fac Engn, Environm Syst Engn Program, Regina, SK S4S 0A2, Canada
  • [ 3 ] [Huang, G. H.]Beijing Normal Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China
  • [ 4 ] [Yang, Z. F.]Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
  • [ 5 ] [Nie, S. L.]Beijing Univ Technol, Coll Mech Engn & Appl Elect Technol, Beijing 100022, Peoples R China

通讯作者信息:

  • [Li, Y. P.]Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China

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来源 :

CANADIAN JOURNAL OF CIVIL ENGINEERING

ISSN: 0315-1468

年份: 2009

期: 6

卷: 36

页码: 1071-1084

1 . 4 0 0

JCR@2022

ESI学科: ENGINEERING;

JCR分区:3

中科院分区:1

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次: 2

ESI高被引论文在榜: 0 展开所有

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