The Resource Random-like bi-level decision making, Jiuping Xu, Zongmin Li, Zhimiao Tao

Random-like bi-level decision making, Jiuping Xu, Zongmin Li, Zhimiao Tao

Label
Random-like bi-level decision making
Title
Random-like bi-level decision making
Statement of responsibility
Jiuping Xu, Zongmin Li, Zhimiao Tao
Creator
Contributor
Subject
Genre
Language
eng
Summary
Among the various multi-level formulations of mathematical models in decision making processes, this book focuses on the bi-level model. Being the most frequently used, the bi-level model addresses conflicts which exist in multi-level decision making processes. From the perspective of bi-level structure and uncertainty, this book takes real-life problems as the background, focuses on the so-called random-like uncertainty, and develops the general framework of random-like bi-level decision making problems. The random-like uncertainty considered in this book includes random phenomenon, random-overlapped random (Ra-Ra) phenomenon and fuzzy-overlapped random (Ra-Fu) phenomenon. Basic theory, models, algorithms and practical applications for different types of random-like bi-level decision making problems are also presented in this book
Member of
Cataloging source
EBLCP
http://library.link/vocab/creatorName
Xu, Jiuping
Dewey number
  • 519.5/42
  • 004
Index
index present
LC call number
QA279.4
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Li, Zongmin
  • Tao, Zhimiao
Series statement
Lecture Notes in Economics and Mathematical Systems
Series volume
688
http://library.link/vocab/subjectName
  • Decision making
  • Multiple criteria decision making
  • MATHEMATICS
  • MATHEMATICS
  • Decision making
  • Multiple criteria decision making
  • Computer Science
  • Mathematics of Computing
  • Probability Theory and Stochastic Processes
  • Statistics and Computing/Statistics Programs
  • Algorithm Analysis and Problem Complexity
  • Mathematics of Algorithmic Complexity
  • Programming Techniques
Label
Random-like bi-level decision making, Jiuping Xu, Zongmin Li, Zhimiao Tao
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-981-10-1768-1
Instantiates
Publication
Note
Numerical Example
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Preface; Contents; 1 Foundations of Random-Like Bi-Level Decision Making; 1.1 Random Sets Theory; 1.1.1 General Concepts; Measure Space; Outer Measures; Probability Space; Product Probability Space; Conditional Probability and Independence; Probability Distribution; 1.1.2 Random Variable; Discrete Random Variable; Continuous Random Variable; Random Vector; 1.1.3 Fuzzy Variable; 1.1.4 Ra-Ra Variable; Discrete Ra-Ra Variable; Continuous Ra-Ra Variable; 1.1.5 Ra-Fu Variable; Discrete Ra-Fu Variable; Continuous Ra-Fu Variable; 1.2 Bi-Level Programming; 1.2.1 Linear Bi-Level Programming
  • 1.2.2 Nonlinear Bi-Level Programming1.2.3 Complexity and Optimality Conditions; 1.2.4 Traditional Methods; KKT Approach; Brand-and-Bound; Penalty Function; Interactive Programming Method; 1.2.5 Developments of Algorithms; 1.3 Synthetical Analysis of Literature; References; 2 Bi-Level Decision Making in Random Phenomenon; 2.1 Regional Water Resources Allocation Problem; 2.1.1 Random Phenomenon; 2.1.2 Bi-Level Description; 2.2 Bi-Level Decision Making Models with Random Coefficients; 2.3 Random EEEE Model; 2.3.1 General Form of Random EEEE Model; 2.3.2 Reference Point Method for Linear Models
  • 2.3.3 Genetic Approach for Nonlinear ModelsRandom Simulation 1 for Expected Value; Goal Programming Method; RWGA; Numerical Example; 2.4 Random CECC Model; 2.4.1 General Form of Random CECC Model; 2.4.2 KKT Method for Linear Model; KKT Method; Numerical Example; 2.4.3 Genetic Algorithm for Nonlinear Model; E-Constraint Method; Random Simulation for Critical Values; EBS-Based GA; Numerical Example; 2.5 Random DEDC Model; 2.5.1 General Form of Random DEDC Model; 2.5.2 Interactive Fuzzy Goal Programming for Linear Model; Interactive Fuzzy Goal Programming Approach; Numerical Example
  • 2.5.3 Random Simulation-Based BPMOGA for Nonlinear ModelRandom Simulation for Probability; Two-Stage Method; BPMOGA; Numerical Example; 2.6 Regional Water Resources Allocation Problem in the Gan-Fu Plain; 2.6.1 Modelling; Assumptions; Lower Level Model for Water Allocation Problems in Sub-areas; Upper Level Model for Water Allocation Problem in the Overall Region; Global Model; 2.6.2 Presentation of the Case Problem; 2.6.3 Parameter Selection for EBS-Based GA; 2.6.4 Results and Discussion; References; 3 Bi-Level Decision Making in Ra-Ra Phenomenon ; 3.1 Transport Flow Distribution Problem
  • 3.1.1 Ra-Ra Phenomenon3.1.2 Bi-Level Description; 3.2 Bi-Level Decision Making Model with Ra-Ra Coefficients; 3.3 Ra-Ra EEDE Model; 3.3.1 General Form of Ra-Ra EEDE Model; 3.3.2 The Steepest Descent Direction Method for Linear Model; Crisp Equivalent Model; The Steepest Descent Direction Method; Numerical Example; 3.3.3 Ra-Ra Simulation-Based PSO for Nonlinear Models; Ra-Ra Simulation for Expected Value and Chance; Lexicographic Method; C-PSO; Numerical Example; 3.4 Ra-Ra ECEC Model; 3.4.1 General Form of Ra-Ra ECEC Model; 3.4.2 A Homotopy Method for Linear Model; Homotopy Method
Dimensions
unknown
Extent
1 online resource (411 pages).
File format
unknown
Form of item
online
Isbn
9789811017681
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-981-10-1768-1
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)957700616
  • (OCoLC)ocn957700616
Label
Random-like bi-level decision making, Jiuping Xu, Zongmin Li, Zhimiao Tao
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-981-10-1768-1
Publication
Note
Numerical Example
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Preface; Contents; 1 Foundations of Random-Like Bi-Level Decision Making; 1.1 Random Sets Theory; 1.1.1 General Concepts; Measure Space; Outer Measures; Probability Space; Product Probability Space; Conditional Probability and Independence; Probability Distribution; 1.1.2 Random Variable; Discrete Random Variable; Continuous Random Variable; Random Vector; 1.1.3 Fuzzy Variable; 1.1.4 Ra-Ra Variable; Discrete Ra-Ra Variable; Continuous Ra-Ra Variable; 1.1.5 Ra-Fu Variable; Discrete Ra-Fu Variable; Continuous Ra-Fu Variable; 1.2 Bi-Level Programming; 1.2.1 Linear Bi-Level Programming
  • 1.2.2 Nonlinear Bi-Level Programming1.2.3 Complexity and Optimality Conditions; 1.2.4 Traditional Methods; KKT Approach; Brand-and-Bound; Penalty Function; Interactive Programming Method; 1.2.5 Developments of Algorithms; 1.3 Synthetical Analysis of Literature; References; 2 Bi-Level Decision Making in Random Phenomenon; 2.1 Regional Water Resources Allocation Problem; 2.1.1 Random Phenomenon; 2.1.2 Bi-Level Description; 2.2 Bi-Level Decision Making Models with Random Coefficients; 2.3 Random EEEE Model; 2.3.1 General Form of Random EEEE Model; 2.3.2 Reference Point Method for Linear Models
  • 2.3.3 Genetic Approach for Nonlinear ModelsRandom Simulation 1 for Expected Value; Goal Programming Method; RWGA; Numerical Example; 2.4 Random CECC Model; 2.4.1 General Form of Random CECC Model; 2.4.2 KKT Method for Linear Model; KKT Method; Numerical Example; 2.4.3 Genetic Algorithm for Nonlinear Model; E-Constraint Method; Random Simulation for Critical Values; EBS-Based GA; Numerical Example; 2.5 Random DEDC Model; 2.5.1 General Form of Random DEDC Model; 2.5.2 Interactive Fuzzy Goal Programming for Linear Model; Interactive Fuzzy Goal Programming Approach; Numerical Example
  • 2.5.3 Random Simulation-Based BPMOGA for Nonlinear ModelRandom Simulation for Probability; Two-Stage Method; BPMOGA; Numerical Example; 2.6 Regional Water Resources Allocation Problem in the Gan-Fu Plain; 2.6.1 Modelling; Assumptions; Lower Level Model for Water Allocation Problems in Sub-areas; Upper Level Model for Water Allocation Problem in the Overall Region; Global Model; 2.6.2 Presentation of the Case Problem; 2.6.3 Parameter Selection for EBS-Based GA; 2.6.4 Results and Discussion; References; 3 Bi-Level Decision Making in Ra-Ra Phenomenon ; 3.1 Transport Flow Distribution Problem
  • 3.1.1 Ra-Ra Phenomenon3.1.2 Bi-Level Description; 3.2 Bi-Level Decision Making Model with Ra-Ra Coefficients; 3.3 Ra-Ra EEDE Model; 3.3.1 General Form of Ra-Ra EEDE Model; 3.3.2 The Steepest Descent Direction Method for Linear Model; Crisp Equivalent Model; The Steepest Descent Direction Method; Numerical Example; 3.3.3 Ra-Ra Simulation-Based PSO for Nonlinear Models; Ra-Ra Simulation for Expected Value and Chance; Lexicographic Method; C-PSO; Numerical Example; 3.4 Ra-Ra ECEC Model; 3.4.1 General Form of Ra-Ra ECEC Model; 3.4.2 A Homotopy Method for Linear Model; Homotopy Method
Dimensions
unknown
Extent
1 online resource (411 pages).
File format
unknown
Form of item
online
Isbn
9789811017681
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-981-10-1768-1
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)957700616
  • (OCoLC)ocn957700616

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...