Engineering optimization : (Record no. 3587)

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fixed length control field 09960cam a22003974a 4500
001 - CONTROL NUMBER
control field u8471
003 - CONTROL NUMBER IDENTIFIER
control field SA-PMU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210418123547.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 050901s2006 njuab b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2005044611
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Modifying agency BAKER
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-- C#P
-- YUS
-- COO
-- YDXCP
-- BTCTA
-- IG#
-- DEBBG
-- BDX
-- HDC
-- GBVCP
-- OCLCF
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0471558141 (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780471558149
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)61463772
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA342
Item number .R44 2006
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 620/.0042
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Ravindran, A.,
Dates associated with a name 1944-
245 10 - TITLE STATEMENT
Title Engineering optimization :
Remainder of title methods and applications /
Statement of responsibility, etc. A. Ravindran, K.M. Ragsdell, G.V. Reklaitis.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Hoboken, N.J. :
Name of publisher, distributor, etc. John Wiley & Sons,
Date of publication, distribution, etc. c2006.
300 ## - PHYSICAL DESCRIPTION
Extent xv, 667 p. :
Other physical details ill., map ;
Dimensions 25 cm.
500 ## - GENERAL NOTE
General note Reklaitis' name appears first on the earlier edition.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and indexes.
505 00 - FORMATTED CONTENTS NOTE
Miscellaneous information 1
Title Introduction to Optimization
Miscellaneous information 1 --
-- 1.1
Title Requirements for the Application of Optimization Methods
Miscellaneous information 2 --
-- 1.1.1
Title Defining the System Boundaries
Miscellaneous information 2 --
-- 1.1.2
Title Performance Criterion
Miscellaneous information 3 --
-- 1.1.3
Title Independent Variables
Miscellaneous information 4 --
-- 1.1.4
Title System Model
Miscellaneous information 5 --
-- 1.2
Title Applications of Optimization in Engineering
Miscellaneous information 6 --
-- 1.2.1
Title Design Applications
Miscellaneous information 8 --
-- 1.2.2
Title Operations and Planning Applications
Miscellaneous information 15 --
-- 1.2.3
Title Analysis and Data Reduction Applications
Miscellaneous information 20 --
-- 1.2.4
Title Classical Mechanics Applications
Miscellaneous information 26 --
-- 1.2.5
Title Taguchi System of Quality Engineering
Miscellaneous information 27 --
-- 1.3
Title Structure of Optimization Problems
Miscellaneous information 28 --
-- 2
Title Functions of a Single Variable
Miscellaneous information 32 --
-- 2.1
Title Properties of Single-Variable Functions
Miscellaneous information 32 --
-- 2.2
Title Optimality Criteria
Miscellaneous information 35 --
-- 2.3
Title Region Elimination Methods
Miscellaneous information 45 --
-- 2.3.1
Title Bounding Phase
Miscellaneous information 46 --
-- 2.3.2
Title Interval Refinement Phase
Miscellaneous information 48 --
-- 2.3.3
Title Comparison of Region Elimination Methods
Miscellaneous information 53 --
-- 2.4
Title Polynomial Approximation or Point Estimation Methods
Miscellaneous information 55 --
-- 2.4.1
Title Quadratic Estimation Methods
Miscellaneous information 56 --
-- 2.4.2
Title Successive Quadratic Estimation Method
Miscellaneous information 58 --
-- 2.5
Title Methods Requiring Derivatives
Miscellaneous information 61 --
-- 2.5.1
Title Newton-Raphson Method
Miscellaneous information 61 --
-- 2.5.2
Title Bisection Method
Miscellaneous information 63 --
-- 2.5.3
Title Secant Method
Miscellaneous information 64 --
-- 2.5.4
Title Cubic Search Method
Miscellaneous information 65 --
-- 2.6
Title Comparison of Methods
Miscellaneous information 69 --
-- 3
Title Functions of Several Variables
Miscellaneous information 78 --
-- 3.1
Title Optimality Criteria
Miscellaneous information 80 --
-- 3.2
Title Direct-Search Methods
Miscellaneous information 84 --
-- 3.2.1
Title The S[superscript 2] (Simplex Search) Method
Miscellaneous information 86 --
-- 3.2.2
Title Hooke-Jeeves Pattern Search Method
Miscellaneous information 92 --
-- 3.2.3
Title Powell's Conjugate Direction Method
Miscellaneous information 97 --
-- 3.3
Title Gradient-Based Methods
Miscellaneous information 108 --
-- 3.3.1
Title Cauchy's Method
Miscellaneous information 109 --
-- 3.3.2
Title Newton's Method
Miscellaneous information 111 --
-- 3.3.3
Title Modified Newton's Method
Miscellaneous information 115 --
-- 3.3.4
Title Marquardt's Method
Miscellaneous information 116 --
-- 3.3.5
Title Conjugate Gradient Methods
Miscellaneous information 117 --
-- 3.3.6
Title Quasi-Newton Methods
Miscellaneous information 123 --
-- 3.3.7
Title Trust Regions
Miscellaneous information 127 --
-- 3.3.8
Title Gradient-Based Algorithm
Miscellaneous information 128 --
-- 3.3.9
Title Numerical Gradient Approximations
Miscellaneous information 129 --
-- 3.4
Title Comparison of Methods and Numerical Results
Miscellaneous information 130 --
-- 4
Title Linear Programming
Miscellaneous information 149 --
-- 4.1
Title Formulation of Linear Programming Models
Miscellaneous information 149 --
-- 4.2
Title Graphical Solution of Linear Programs in Two Variables
Miscellaneous information 154 --
-- 4.3
Title Linear Program in Standard Form
Miscellaneous information 158 --
-- 4.3.1
Title Handling Inequalities
Miscellaneous information 159 --
-- 4.3.2
Title Handling Unrestricted Variables
Miscellaneous information 159 --
-- 4.4
Title Principles of the Simplex Method
Miscellaneous information 161 --
-- 4.4.1
Title Minimization Problems
Miscellaneous information 172 --
-- 4.4.2
Title Unbounded Optimum
Miscellaneous information 173 --
-- 4.4.3
Title Degeneracy and Cycling
Miscellaneous information 174 --
-- 4.4.4
Title Use of Artificial Variables
Miscellaneous information 174 --
-- 4.4.5
Title Two-Phase Simplex Method
Miscellaneous information 176 --
-- 4.5
Title Computer Solution of Linear Programs
Miscellaneous information 177 --
-- 4.5.1
Title Computer Codes
Miscellaneous information 177 --
-- 4.5.2
Title Computational Efficiency of the Simplex Method
Miscellaneous information 179 --
-- 4.6
Title Sensitivity Analysis in Linear Programming
Miscellaneous information 180 --
-- 4.7
Title Applications
Miscellaneous information 183 --
-- 4.8
Title Additional Topics in Linear Programming
Miscellaneous information 183 --
-- 4.8.1
Title Duality Theory
Miscellaneous information 184 --
-- 4.8.2
Title Dual Simplex Method
Miscellaneous information 188 --
-- 4.8.3
Title Interior Point Methods
Miscellaneous information 189 --
-- 4.8.4
Title Integer Programming
Miscellaneous information 205 --
-- 4.8.5
Title Goal Programming
Miscellaneous information 205 --
-- 5
Title Constrained Optimality Criteria
Miscellaneous information 218 --
-- 5.1
Title Equality-Constrained Problems
Miscellaneous information 218 --
-- 5.2
Title Lagrange Multipliers
Miscellaneous information 219 --
-- 5.3
Title Economic Interpretation of Lagrange Multipliers
Miscellaneous information 224 --
-- 5.4
Title Kuhn-Tucker Conditions
Miscellaneous information 225 --
-- 5.4.1
Title Kuhn-Tucker Conditions or Kuhn-Tucker Problem
Miscellaneous information 226 --
-- 5.4.2
Title Interpretation of Kuhn-Tucker Conditions
Miscellaneous information 228 --
-- 5.5
Title Kuhn-Tucker Theorems
Miscellaneous information 229 --
-- 5.6
Title Saddlepoint Conditions
Miscellaneous information 235 --
-- 5.7
Title Second-Order Optimality Conditions
Miscellaneous information 238 --
-- 5.8
Title Generalized Lagrange Multiplier Method
Miscellaneous information 245 --
-- 5.9
Title Generalization of Convex Functions
Miscellaneous information 249 --
-- 6
Title Transformation Methods
Miscellaneous information 260 --
-- 6.1
Title Penalty Concept
Miscellaneous information 261 --
-- 6.1.1
Title Various Penalty Terms
Miscellaneous information 262 --
-- 6.1.2
Title Choice of Penalty Parameter R
Miscellaneous information 277 --
-- 6.2
Title Algorithms, Codes, and Other Contributions
Miscellaneous information 279 --
-- 6.3
Title Method of Multipliers
Miscellaneous information 282 --
-- 6.3.1
Title Penalty Function
Miscellaneous information 283 --
-- 6.3.2
Title Multiplier Update Rule
Miscellaneous information 283 --
-- 6.3.3
Title Penalty Function Topology
Miscellaneous information 284 --
-- 6.3.4
Title Termination of the Method
Miscellaneous information 285 --
-- 6.3.5
Title MOM Characteristics
Miscellaneous information 286 --
-- 6.3.6
Title Choice of R-Problem Scale
Miscellaneous information 289 --
-- 6.3.7
Title Variable Bounds
Miscellaneous information 289 --
-- 6.3.8
Title Other MOM-Type Codes
Miscellaneous information 293 --
-- 7
Title Constrained Direct Search
Miscellaneous information 305 --
-- 7.1
Title Problem Preparation
Miscellaneous information 306 --
-- 7.1.1
Title Treatment of Equality Constraints
Miscellaneous information 306 --
-- 7.1.2
Title Generation of Feasible Starting Points
Miscellaneous information 309 --
-- 7.2
Title Adaptations of Unconstrained Search Methods
Miscellaneous information 309 --
-- 7.2.1
Title Difficulties in Accommodating Constraints
Miscellaneous information 310 --
-- 7.2.2
Title Complex Method
Miscellaneous information 312 --
-- 7.3
Title Random-Search Methods
Miscellaneous information 322 --
-- 7.3.1
Title Direct Sampling Procedures
Miscellaneous information 322 --
-- 7.3.2
Title Combined Heuristic Procedures
Miscellaneous information 326 --
-- 8
Title Linearization Methods for Constrained Problems
Miscellaneous information 336 --
-- 8.1
Title Direct Use of Successive Linear Programs
Miscellaneous information 337 --
-- 8.1.1
Title Linearly Constrained Case
Miscellaneous information 337 --
-- 8.1.2
Title General Nonlinear Programming Case
Miscellaneous information 346 --
-- 8.1.3
Title Discussion and Applications
Miscellaneous information 355 --
-- 8.2
Title Separable Programming
Miscellaneous information 359 --
-- 8.2.1
Title Single-Variable Functions
Miscellaneous information 359 --
-- 8.2.2
Title Multivariable Separable Functions
Miscellaneous information 362 --
-- 8.2.3
Title Linear Programming Solutions of Separable Problems
Miscellaneous information 364 --
-- 8.2.4
Title Discussion and Applications
Miscellaneous information 368 --
-- 9
Title Direction Generation Methods Based on Linearization
Miscellaneous information 378 --
-- 9.1
Title Method of Feasible Directions
Miscellaneous information 378 --
-- 9.1.1
Title Basic Algorithm
Miscellaneous information 380 --
-- 9.1.2
Title Active Constraint Sets and Jamming
Miscellaneous information 383 --
-- 9.2
Title Simplex Extensions for Linearly Constrained Problems
Miscellaneous information 388 --
-- 9.2.1
Title Convex Simplex Method
Miscellaneous information 389 --
-- 9.2.2
Title Reduced Gradient Method
Miscellaneous information 399 --
-- 9.2.3
Title Convergence Acceleration
Miscellaneous information 403 --
-- 9.3
Title Generalized Reduced Gradient Method
Miscellaneous information 406 --
-- 9.3.1
Title Implicit Variable Elimination
Miscellaneous information 406 --
-- 9.3.2
Title Basic GRG Algorithm
Miscellaneous information 410 --
-- 9.3.3
Title Extensions of Basic Method
Miscellaneous information 419 --
-- 9.3.4
Title Computational Considerations
Miscellaneous information 427 --
-- 9.4
Title Design Application
Miscellaneous information 432 --
-- 9.4.1
Title Problem Statement
Miscellaneous information 433 --
-- 9.4.2
Title General Formulation
Miscellaneous information 434 --
-- 9.4.3
Title Model Reduction and Solution
Miscellaneous information 437 --
-- 10
Title Quadratic Approximation Methods for Constrained Problems
Miscellaneous information 450 --
-- 10.1
Title Direct Quadratic Approximation
Miscellaneous information 451 --
-- 10.2
Title Quadratic Approximation of the Lagrangian Function
Miscellaneous information 456 --
-- 10.3
Title Variable Metric Methods for Constrained Optimization
Miscellaneous information 464 --
-- 10.4.1
Title Problem Scaling
Miscellaneous information 470 --
-- 10.4.2
Title Constraint Inconsistency
Miscellaneous information 470 --
-- 10.4.3
Title Modification of H[superscript (t)]
Miscellaneous information 471 --
-- 10.4.4
Title Comparison of GRG with CVM
Miscellaneous information 471 --
-- 11
Title Structured Problems and Algorithms
Miscellaneous information 481 --
-- 11.1
Title Integer Programming
Miscellaneous information 481 --
-- 11.1.1
Title Formulation of Integer Programming Models
Miscellaneous information 482 --
-- 11.1.2
Title Solution of Integer Programming Problems
Miscellaneous information 484 --
-- 11.1.3
Title Guidelines on Problem Formulation and Solution
Miscellaneous information 492 --
-- 11.2
Title Quadratic Programming
Miscellaneous information 494 --
-- 11.2.1
Title Applications of Quadratic Programming
Miscellaneous information 494 --
-- 11.2.2
Title Kuhn-Tucker Conditions
Miscellaneous information 498 --
-- 11.3
Title Complementary Pivot Problems
Miscellaneous information 499 --
-- 11.4
Title Goal Programming
Miscellaneous information 507 --
-- 12
Title Comparison of Constrained Optimization Methods
Miscellaneous information 530 --
-- 12.1
Title Software Availability
Miscellaneous information 530 --
-- 12.2
Title A Comparison Philosophy
Miscellaneous information 531 --
-- 12.3
Title Brief History of Classical Comparative Experiments
Miscellaneous information 533 --
-- 12.3.1
Title Preliminary and Final Results
Miscellaneous information 535 --
-- 13
Title Strategies for Optimization Studies
Miscellaneous information 542 --
-- 13.1
Title Model Formulation
Miscellaneous information 543 --
-- 13.1.1
Title Levels of Modeling
Miscellaneous information 544 --
-- 13.1.2
Title Types of Models
Miscellaneous information 548 --
-- 13.2
Title Problem Implementation
Miscellaneous information 552 --
-- 13.2.1
Title Model Assembly
Miscellaneous information 553 --
-- 13.2.2
Title Preparation for Solution
Miscellaneous information 554 --
-- 13.2.3
Title Execution Strategies
Miscellaneous information 580 --
-- 13.3
Title Solution Evaluation
Miscellaneous information 588 --
-- 13.3.1
Title Solution Validation
Miscellaneous information 589 --
-- 13.3.2
Title Sensitivity Analysis
Miscellaneous information 590 --
-- 14
Title Engineering Case Studies
Miscellaneous information 603 --
-- 14.1
Title Optimal Location of Coal-Blending Plants by Mixed-Integer Programming
Miscellaneous information 603 --
-- 14.1.1
Title Problem Description
Miscellaneous information 604 --
-- 14.1.2
Title Model Formulation
Miscellaneous information 604 --
-- 14.1.3
Title Results
Miscellaneous information 609 --
-- 14.2
Title Optimization of an Ethylene Glycol-Ethylene Oxide Process
Miscellaneous information 610 --
-- 14.2.1
Title Problem Description
Miscellaneous information 610 --
-- 14.2.2
Title Model Formulation
Miscellaneous information 612 --
-- 14.2.3
Title Problem Preparation
Miscellaneous information 618 --
-- 14.2.4
Title Discussion of Optimization Runs
Miscellaneous information 618 --
-- 14.3
Title Optimal Design of a Compressed Air Energy Storage System
Miscellaneous information 621 --
-- 14.3.1
Title Problem Description
Miscellaneous information 621 --
-- 14.3.2
Title Model Formulation
Miscellaneous information 622 --
-- 14.3.3
Title Numerical Results
Miscellaneous information 627 --
-- Appendix A
Title Review of Linear Algebra
Miscellaneous information 633 --
-- A.1
Title Set Theory
Miscellaneous information 633 --
-- A.2
Title Vectors
Miscellaneous information 633 --
-- A.3
Title Matrices
Miscellaneous information 634 --
-- A.3.1
Title Matrix Operations
Miscellaneous information 635 --
-- A.3.2
Title Determinant of a Square Matrix
Miscellaneous information 637 --
-- A.3.3
Title Inverse of a Matrix
Miscellaneous information 637 --
-- A.3.4
Title Condition of a Matrix
Miscellaneous information 639 --
-- A.3.5
Title Sparse Matrix
Miscellaneous information 639 --
-- A.4
Title Quadratic Forms
Miscellaneous information 640 --
-- A.4.1
Title Principal Minor
Miscellaneous information 641 --
-- A.4.2
Title Completing the Square
Miscellaneous information 642 --
-- A.5
Title Convex Sets
Miscellaneous information 646 --
-- Appendix B
Title Convex and Concave Functions
Miscellaneous information 648 --
-- Appendix C
Title Gauss-Jordan Elimination Scheme
Miscellaneous information 651.
596 ## -
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650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Engineering
General subdivision Mathematical models.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Mathematical optimization.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Reklaitis, G. V.,
Dates associated with a name 1942-
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ragsdell, K. M.
856 42 - ELECTRONIC LOCATION AND ACCESS
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          Main Library Main Library 04/18/2021   TA342 .R44 2006 51952000149378 04/15/2021 1 04/15/2021 Books STACKS