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Advanced Optimization And Operations Research

Advanced Optimization and Operations Research PDF
Author: Asoke Kumar Bhunia
Publisher:
ISBN:
Size: 13.30 MB
Format: PDF, Mobi
Category : Mathematical optimization
Languages : en
Pages : 626
View: 1324

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Advanced Optimization And Operations Research

by Asoke Kumar Bhunia, Advanced Optimization And Operations Research Books available in PDF, EPUB, Mobi Format. Download Advanced Optimization And Operations Research books, This textbook provides students with fundamentals and advanced concepts in optimization and operations research. It gives an overview of the historical perspective of operations research and explains its principal characteristics, tools, and applications. The wide range of topics covered includes convex and concave functions, simplex methods, post optimality analysis of linear programming problems, constrained and unconstrained optimization, game theory, queueing theory, and related topics. The text also elaborates on project management, including the importance of critical path analysis, PERT and CPM techniques. This textbook is ideal for any discipline with one or more courses in optimization and operations research; it may also provide a solid reference for researchers and practitioners in operations research.




Advanced Optimization And Operations Research

Advanced Optimization and Operations Research PDF
Author: Asoke Kumar Bhunia
Publisher: Springer Nature
ISBN: 9813299673
Size: 21.20 MB
Format: PDF
Category : Business & Economics
Languages : en
Pages : 621
View: 5729

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Advanced Optimization And Operations Research

by Asoke Kumar Bhunia, Advanced Optimization And Operations Research Books available in PDF, EPUB, Mobi Format. Download Advanced Optimization And Operations Research books, This textbook provides students with fundamentals and advanced concepts in optimization and operations research. It gives an overview of the historical perspective of operations research and explains its principal characteristics, tools, and applications. The wide range of topics covered includes convex and concave functions, simplex methods, post optimality analysis of linear programming problems, constrained and unconstrained optimization, game theory, queueing theory, and related topics. The text also elaborates on project management, including the importance of critical path analysis, PERT and CPM techniques. This textbook is ideal for any discipline with one or more courses in optimization and operations research; it may also provide a solid reference for researchers and practitioners in operations research.




Optimization And Operations Research Volume I

OPTIMIZATION AND OPERATIONS RESEARCH     Volume I PDF
Author: Ulrich Derigs
Publisher: EOLSS Publications
ISBN: 1905839480
Size: 38.76 MB
Format: PDF, Mobi
Category :
Languages : en
Pages : 344
View: 1613

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Optimization And Operations Research Volume I

by Ulrich Derigs, Optimization And Operations Research Volume I Books available in PDF, EPUB, Mobi Format. Download Optimization And Operations Research Volume I books, Optimization and Operations Research is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Optimization and Operations Research is organized into six different topics which represent the main scientific areas of the theme: 1. Fundamentals of Operations Research; 2. Advanced Deterministic Operations Research; 3. Optimization in Infinite Dimensions; 4. Game Theory; 5. Stochastic Operations Research; 6. Decision Analysis, which are then expanded into multiple subtopics, each as a chapter. These four volumes are aimed at the following five major target audiences: University and College students Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.




Kombinatorische Optimierung

Kombinatorische Optimierung PDF
Author: Bernhard Korte
Publisher: Springer-Verlag
ISBN: 3642254012
Size: 32.81 MB
Format: PDF, ePub, Docs
Category : Mathematics
Languages : de
Pages : 696
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Kombinatorische Optimierung

by Bernhard Korte, Kombinatorische Optimierung Books available in PDF, EPUB, Mobi Format. Download Kombinatorische Optimierung books, Das umfassende Lehrbuch zur Kombinatorischen Optimierung beruht auf Vorlesungen, die die Autoren an der Universität Bonn gehalten haben. Sie geben den neuesten Stand des Fachgebiets wieder – mit Schwerpunkt auf theoretischen Resultaten und Algorithmen mit guten Laufzeiten und Ergebnissen. Der Band enthält vollständige Beweise, einige davon wurden bisher nicht in der Lehrbuchliteratur publiziert. Die deutschsprachige Neuauflage enthält alle Ergänzungen und Aktualisierungen der 5. englischsprachigen Auflage, darunter mehr als 60 neue Übungsaufgaben.




Linear And Nonlinear Optimization

Linear and Nonlinear Optimization PDF
Author: Richard W. Cottle
Publisher: Springer
ISBN: 1493970550
Size: 59.62 MB
Format: PDF, Docs
Category : Business & Economics
Languages : en
Pages : 614
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Linear And Nonlinear Optimization

by Richard W. Cottle, Linear And Nonlinear Optimization Books available in PDF, EPUB, Mobi Format. Download Linear And Nonlinear Optimization books, ​This textbook on Linear and Nonlinear Optimization is intended for graduate and advanced undergraduate students in operations research and related fields. It is both literate and mathematically strong, yet requires no prior course in optimization. As suggested by its title, the book is divided into two parts covering in their individual chapters LP Models and Applications; Linear Equations and Inequalities; The Simplex Algorithm; Simplex Algorithm Continued; Duality and the Dual Simplex Algorithm; Postoptimality Analyses; Computational Considerations; Nonlinear (NLP) Models and Applications; Unconstrained Optimization; Descent Methods; Optimality Conditions; Problems with Linear Constraints; Problems with Nonlinear Constraints; Interior-Point Methods; and an Appendix covering Mathematical Concepts. Each chapter ends with a set of exercises. The book is based on lecture notes the authors have used in numerous optimization courses the authors have taught at Stanford University. It emphasizes modeling and numerical algorithms for optimization with continuous (not integer) variables. The discussion presents the underlying theory without always focusing on formal mathematical proofs (which can be found in cited references). Another feature of this book is its inclusion of cultural and historical matters, most often appearing among the footnotes. "This book is a real gem. The authors do a masterful job of rigorously presenting all of the relevant theory clearly and concisely while managing to avoid unnecessary tedious mathematical details. This is an ideal book for teaching a one or two semester masters-level course in optimization – it broadly covers linear and nonlinear programming effectively balancing modeling, algorithmic theory, computation, implementation, illuminating historical facts, and numerous interesting examples and exercises. Due to the clarity of the exposition, this book also serves as a valuable reference for self-study." Professor Ilan Adler, IEOR Department, UC Berkeley "A carefully crafted introduction to the main elements and applications of mathematical optimization. This volume presents the essential concepts of linear and nonlinear programming in an accessible format filled with anecdotes, examples, and exercises that bring the topic to life. The authors plumb their decades of experience in optimization to provide an enriching layer of historical context. Suitable for advanced undergraduates and masters students in management science, operations research, and related fields." Michael P. Friedlander, IBM Professor of Computer Science, Professor of Mathematics, University of British Columbia




Optimization In Operations Research

Optimization in Operations Research PDF
Author: Ronald L. Rardin
Publisher:
ISBN: 9789353066369
Size: 64.66 MB
Format: PDF, Kindle
Category : Mathematical optimization
Languages : en
Pages : 1144
View: 6061

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Optimization In Operations Research

by Ronald L. Rardin, Optimization In Operations Research Books available in PDF, EPUB, Mobi Format. Download Optimization In Operations Research books, The goal of the Second Edition is to make the tools of optimization modeling and analysis even more widely accessible to advanced undergraduate and beginning graduate students, as well as to researchers and working practitioners who use it as a reference for self-study. The emphasis lies in developing skills and intuitions that students can apply in real settings or later coursework. Like the first, the Second Edition covers the full scope of optimization (mathematical programming), spanning linear, integer, nonlinear, network, and dynamic programming models and algorithms, in both single and multiobjective contexts. New material adds large-scale, stochastic and complexity topics, while broadly deepening mathematical rigor without sacrificing the original's intuitive style.




Deterministic Operations Research

Deterministic Operations Research PDF
Author: David J. Rader
Publisher: John Wiley & Sons
ISBN: 1118627350
Size: 22.68 MB
Format: PDF, ePub, Mobi
Category : Mathematics
Languages : en
Pages : 632
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Deterministic Operations Research

by David J. Rader, Deterministic Operations Research Books available in PDF, EPUB, Mobi Format. Download Deterministic Operations Research books, Uniquely blends mathematical theory and algorithm design forunderstanding and modeling real-world problems Optimization modeling and algorithms are key components toproblem-solving across various fields of research, from operationsresearch and mathematics to computer science and engineering.Addressing the importance of the algorithm design process.Deterministic Operations Research focuses on the design ofsolution methods for both continuous and discrete linearoptimization problems. The result is a clear-cut resource forunderstanding three cornerstones of deterministic operationsresearch: modeling real-world problems as linear optimizationproblem; designing the necessary algorithms to solve theseproblems; and using mathematical theory to justify algorithmicdevelopment. Treating real-world examples as mathematical problems, theauthor begins with an introduction to operations research andoptimization modeling that includes applications form sportsscheduling an the airline industry. Subsequent chapters discussalgorithm design for continuous linear optimization problems,covering topics such as convexity. Farkas’ Lemma, and thestudy of polyhedral before culminating in a discussion of theSimplex Method. The book also addresses linear programming dualitytheory and its use in algorithm design as well as the Dual SimplexMethod. Dantzig-Wolfe decomposition, and a primal-dual interiorpoint algorithm. The final chapters present network optimizationand integer programming problems, highlighting various specializedtopics including label-correcting algorithms for the shortest pathproblem, preprocessing and probing in integer programming, liftingof valid inequalities, and branch and cut algorithms. Concepts and approaches are introduced by outlining examplesthat demonstrate and motivate theoretical concepts. The accessiblepresentation of advanced ideas makes core aspects easy tounderstand and encourages readers to understand how to think aboutthe problem, not just what to think. Relevant historical summariescan be found throughout the book, and each chapter is designed asthe continuation of the “story” of how to both modeland solve optimization problems by using the specificproblems-linear and integer programs-as guides. The book’svarious examples are accompanied by the appropriate models andcalculations, and a related Web site features these models alongwith Maple™ and MATLAB® content for the discussedcalculations. Thoroughly class-tested to ensure a straightforward, hands-onapproach, Deterministic Operations Research is an excellentbook for operations research of linear optimization courses at theupper-undergraduate and graduate levels. It also serves as aninsightful reference for individuals working in the fields ofmathematics, engineering, computer science, and operations researchwho use and design algorithms to solve problem in their everydaywork.




Optimization And Operations Research Volume Ii

OPTIMIZATION AND OPERATIONS RESEARCH     Volume II PDF
Author: Ulrich Derigs
Publisher: EOLSS Publications
ISBN: 1905839499
Size: 77.31 MB
Format: PDF, ePub
Category :
Languages : en
Pages : 336
View: 1613

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Optimization And Operations Research Volume Ii

by Ulrich Derigs, Optimization And Operations Research Volume Ii Books available in PDF, EPUB, Mobi Format. Download Optimization And Operations Research Volume Ii books, Optimization and Operations Research is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Optimization and Operations Research is organized into six different topics which represent the main scientific areas of the theme: 1. Fundamentals of Operations Research; 2. Advanced Deterministic Operations Research; 3. Optimization in Infinite Dimensions; 4. Game Theory; 5. Stochastic Operations Research; 6. Decision Analysis, which are then expanded into multiple subtopics, each as a chapter. These four volumes are aimed at the following five major target audiences: University and College students Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.




Operations Research

OPERATIONS RESEARCH PDF
Author: K. RAJAGOPAL
Publisher: PHI Learning Pvt. Ltd.
ISBN: 8120346343
Size: 77.10 MB
Format: PDF, ePub, Docs
Category : Business & Economics
Languages : en
Pages : 608
View: 2936

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Operations Research

by K. RAJAGOPAL, Operations Research Books available in PDF, EPUB, Mobi Format. Download Operations Research books, This comprehensive book provides the students with the basic knowledge of the processes involved in operations research and discusses the techniques of solutions to problems and their applications in daily life. Beginning with an overview of the operations research models and decision-making, the book describes in detail the various optimization techniques such as linear and non-linear programming, integer linear programming, dynamic programming, genetic programming, and network techniques such as PERT (program evaluation review technique) and CPM (critical path method). It also explains the transportation and assignment problems, queuing theory, games theory, sequencing, replacement and capital investment decisions and inventory. Besides, the book discusses the Monte Carlo simulation techniques for solving queuing, demand forecasting, inventory and scheduling problems and elaborates on genetic algorithms. Each mathematical technique is dealt with in two parts. The first part explains the theory underlying the methodology of solution to problems. The second part illustrates how the theory is applied to solve different kinds of problems. This book is designed as a textbook for the undergraduate students of mechanical engineering, electrical engineering, production and industrial engineering, computer science and engineering and information technology. Besides, the book will also be useful to the postgraduate students of production and industrial engineering, computer applications, business administration, commerce, mathematics and statistics. KEY FEATURES : Includes a large number of solved problems to help students comprehend the concepts with ease. Gives step-by-step explanation of algorithms by taking problems. Provides chapter-end exercises to drill the students in self-study.




Pyomo Optimization Modeling In Python

Pyomo     Optimization Modeling in Python PDF
Author: William E. Hart
Publisher: Springer
ISBN: 3319588214
Size: 74.82 MB
Format: PDF, Mobi
Category : Mathematics
Languages : en
Pages : 277
View: 2563

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Pyomo Optimization Modeling In Python

by William E. Hart, Pyomo Optimization Modeling In Python Books available in PDF, EPUB, Mobi Format. Download Pyomo Optimization Modeling In Python books, ​This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. This second edition provides an expanded presentation of Pyomo’s modeling capabilities, providing a broader description of the software that will enable the user to develop and optimize models. Introductory chapters have been revised to extend tutorials; chapters that discuss advanced features now include the new functionalities added to Pyomo since the first edition including generalized disjunctive programming, mathematical programming with equilibrium constraints, and bilevel programming. Pyomo is an open source software package for formulating and solving large-scale optimization problems. The software extends the modeling approach supported by modern AML (Algebraic Modeling Language) tools. Pyomo is a flexible, extensible, and portable AML that is embedded in Python, a full-featured scripting language. Python is a powerful and dynamic programming language that has a very clear, readable syntax and intuitive object orientation. Pyomo includes Python classes for defining sparse sets, parameters, and variables, which can be used to formulate algebraic expressions that define objectives and constraints. Moreover, Pyomo can be used from a command-line interface and within Python's interactive command environment, which makes it easy to create Pyomo models, apply a variety of optimizers, and examine solutions.