Large Scale Linear and Integer Optimization: A Unified Approach
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The work Large Scale Linear and Integer Optimization: A Unified Approach represents a distinct intellectual or artistic creation found in University of Oklahoma Libraries. This resource is a combination of several types including: Work, Language Material, Books.
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Large Scale Linear and Integer Optimization: A Unified Approach
Resource Information
The work Large Scale Linear and Integer Optimization: A Unified Approach represents a distinct intellectual or artistic creation found in University of Oklahoma Libraries. This resource is a combination of several types including: Work, Language Material, Books.
 Label
 Large Scale Linear and Integer Optimization: A Unified Approach
 Statement of responsibility
 by Richard Kipp Martin
 Language

 eng
 eng
 Summary
 This is a textbook about linear and integer linear optimization. There is a growing need in industries such as airline, trucking, and financial engineering to solve very large linear and integer linear optimization problems. Building these models requires uniquely trained individuals. Not only must they have a thorough understanding of the theory behind mathematical programming, they must have substantial knowledge of how to solve very large models in today's computing environment. The major goal of the book is to develop the theory of linear and integer linear optimization in a unified manner and then demonstrate how to use this theory in a modern computing environment to solve very large real world problems. After presenting introductory material in Part I, Part II of this book is de voted to the theory of linear and integer linear optimization. This theory is developed using two simple, but unifying ideas: projection and inverse projec tion. Through projection we take a system of linear inequalities and replace some of the variables with additional linear inequalities. Inverse projection, the dual of this process, involves replacing linear inequalities with additional variables. Fundamental results such as weak and strong duality, theorems of the alternative, complementary slackness, sensitivity analysis, finite basis the orems, etc. are all explained using projection or inverse projection. Indeed, a unique feature of this book is that these fundamental results are developed and explained before the simplex and interior point algorithms are presented
 Dewey number
 658.40301
 http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
 nToVJIvuSJs
 Image bit depth
 0
 Language note
 English
 LC call number
 HD30.23
 Literary form
 non fiction
 Nature of contents
 dictionaries
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