The Theory of Multi-criteria and Multiple Constraint-level Linear Programming for Oilfield Development
Author(s) -
Yihua Zhong,
Dandan Chen,
Guangfeng Cui,
Yanlin Jia,
Lina Li,
Yuxin Liao
Publication year - 2013
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2013.05.020
Subject(s) - computer science , constraint (computer aided design) , development (topology) , linear programming , multiple criteria decision analysis , mathematical optimization , basis (linear algebra) , operations research , resource (disambiguation) , industrial engineering , algorithm , mathematics , engineering , mathematical analysis , computer network , geometry
Multiple criteria and multiple constraint-level linear programming (MC2LP) is a major part of the Multiple Criteria Decision Making (MCDM). Although MC2 LP has been widely applied in many fields, its theories and applications need to be further studied and discussed. With the implicit assumption of the existing optimization techniques in oilfield development planning that resource constraint-level is fixed, this paper proposes and builds the concepts, models and algorithms of MC2 oilfield development planning based on the current theories and methods of the oilfield development and MC2LP. Their applying studies have shown that the MC2LP method and technology of oilfield development created by our group can provide a better basis for decision making of oilfield development planning and oilfield management as well as operation
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