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| what is shadow price in sensitivity analysis: Engineering Economics and Costing KK Patra | Dhiraj Bhattacharjee, Salient Features of the Book: Simple and lucid language Sequential arrangement of topics Review question after each chapter Interest calculation table Straight answers to 101 nagging questions |
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| what is shadow price in sensitivity analysis: Linear Programming: An Introduction to Finite Improvement Algorithms Daniel Solow, 2014-10-15 This text covers the basic theory and computation for a first course in linear programming, including substantial material on mathematical proof techniques and sophisticated computation methods. Includes Appendix on using Excel. 1984 edition. |
| what is shadow price in sensitivity analysis: Introduction to Management Science with Spreadsheets William J. Stevenson, Ceyhun Ozgur, 2007 |
| what is shadow price in sensitivity analysis: Interior Point Methods for Linear Optimization Cornelis Roos, Tamás Terlaky, J.-Ph. Vial, 2006-02-08 Interior Point Methods for Linear Optimization is a comprehensive, thorough textbook on interior point methods (IPMs). The era of IPMs was initiated by N. Karmarkar’s 1984 paper, which triggered turbulent research and reshaped almost all areas of optimization theory and computational practice. This book gives a comprehensive review of the main results of more than a decade of IPM research. Numerous exercises are provided to aid in understanding the material. |
| what is shadow price in sensitivity analysis: Linear Programming Using MATLAB® Nikolaos Ploskas, Nikolaos Samaras, 2017-10-28 This book offers a theoretical and computational presentation of a variety of linear programming algorithms and methods with an emphasis on the revised simplex method and its components. A theoretical background and mathematical formulation is included for each algorithm as well as comprehensive numerical examples and corresponding MATLAB® code. The MATLAB® implementations presented in this book are sophisticated and allow users to find solutions to large-scale benchmark linear programs. Each algorithm is followed by a computational study on benchmark problems that analyze the computational behavior of the presented algorithms. As a solid companion to existing algorithmic-specific literature, this book will be useful to researchers, scientists, mathematical programmers, and students with a basic knowledge of linear algebra and calculus. The clear presentation enables the reader to understand and utilize all components of simplex-type methods, such as presolve techniques, scaling techniques, pivoting rules, basis update methods, and sensitivity analysis. |
| what is shadow price in sensitivity analysis: Cost-Benefit Analysis Anthony E. Boardman, David H. Greenberg, Aidan R. Vining, David L. Weimer, 2017-12-14 The fourth edition of Cost-Benefit Analysis is an authoritative, market-leading textbook that provides a practical introduction to cost-benefit analysis through problem solving. The text uses a consistent application of a nine-step framework for interpreting a cost-benefit analysis. This edition has been fully revised, updated and re-organized to provide the material more effectively. It presents application over abstract theory and clear discussion over mathematics to appeal to a larger, more diverse audience. |
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| what is shadow price in sensitivity analysis: Applied Mathematical Programming Stephen P. Bradley, Arnoldo C. Hax, Thomas L. Magnanti, 1977 Mathematical programming: an overview; solving linear programs; sensitivity analysis; duality in linear programming; mathematical programming in practice; integration of strategic and tactical planning in the aluminum industry; planning the mission and composition of the U.S. merchant Marine fleet; network models; integer programming; design of a naval tender job shop; dynamic programming; large-scale systems; nonlinear programming; a system for bank portfolio planning; vectors and matrices; linear programming in matrix form; a labeling algorithm for the maximun-flow network problem. |
| what is shadow price in sensitivity analysis: AIMMS 3. 10 Language Reference Marcel Roelofs, 2010-05-19 The AIMMS 3.10 Language Reference provides a complete description of the AIMMS modeling language, its underlying data structures and advanced language constructs. It is aimed at model builders only, and provides the ultimate reference to the model constructs that you can use to get the most out of your model formulations. |
| what is shadow price in sensitivity analysis: Business Analytics Stephen G. Powell, Kenneth R. Baker, 2019-02 |
| what is shadow price in sensitivity analysis: Optimal Management of Flow in Groundwater Systems David P. Ahlfeld, Ann E. Mulligan, 2000-01-10 CD-ROM contains: Complete FORTRAN source code for MODOFC -- Executable compiled using the Lahey F77L-EM/32 FORTRAN 77 Compiler -- Documentatiion for MODOFC -- Sample problems -- HTML files from the MODOFC Web site. |
| what is shadow price in sensitivity analysis: Managerial Economics William F. Samuelson, Stephen G. Marks, Jay L. Zagorsky, 2025-01-09 The new edition of the best-selling managerial economics textbook, extensively updated to reflect current examples, data, and research Now in its tenth edition, Managerial Economics introduces the complex decision problems facing today’s managers, equipping undergraduates, MBAs, and executives with the economic knowledge and analytical skills required to solve these problems. Going beyond the traditional academic approach to teaching economic analysis, this comprehensive textbook favors practical examples and skills rather than theoretical treatments, illustrating how managers use various economic methods in the modern business environment. Designed to strengthen critical thinking skills, each chapter opens with a central managerial problem that challenges readers to consider and evaluate possible choices and concludes with a detailed review and analysis of the decision using the concepts introduced in the chapter. Numerous decision-making examples, mini-cases, end-of-chapter problems, and real-world applications reinforce students’ quantitative understanding without overwhelming them with an excessive amount of mathematics. New to this Edition: New coverage of responses to the medical and economic risks posed by the Covid-19 pandemic, advances in Artificial Intelligence (AI), and the disruptive impact on the PGA tour caused by the rival LIV golf tour funded by Saudi Arabia New section on how a nationwide seller can optimally site an e-commerce distribution center New discussion of current topics, such as how Taylor Swift changed the negotiation playing field in creating and distributing the movie of her 2023 Eras Tour New examples of actual managerial behavior and practice based on the latest economics and decision analysis research New and updated end-of-chapter problems, references, discussion questions, and internet links Wiley Advantage: Presents an applications-based approach to managerial decision-making with emphasis on real-world practice Covers a wide range of core topics including optimal decisions and pricing, demand and cost analysis, decision making under uncertainty, strategic analysis using game theory, bargaining and negotiation, and international trade Integrates discussion questions in each chapter that frame broader economic issues, such as monopoly practices, competitive market equilibrium, and government regulation Provides students and instructors optional appendices that delve deeper into important advanced topics Includes a study guide for students with multiple-choice questions, quantitative problems, essay questions, and mini-cases Provides a companion website with an instructor’s manual, teaching suggestions, examples, links to current articles and cases, and a comprehensive test bank An Interactive, Multimedia Learning Experience This tenth edition of Managerial Economics includes an enhanced e-text that engages students with a variety of video and interactive content designed to complement and enrich the reading experience. Every new copy of the paperback textbook includes access to the e-text, and the video and interactive content is signposted throughout. |
| what is shadow price in sensitivity analysis: Production and Operations Analysis Steven Nahmias, Tava Lennon Olsen, 2015-01-15 The Seventh Edition of Production and Operations Analysis builds a solid foundation for beginning students of production and operations management. Continuing a long tradition of excellence, Nahmias and Olsen bring decades of combined experience to craft the most clear and up-to-date resource available. The authors’ thorough updates include incorporation of current technology that improves the effectiveness of production processes, additional qualitative sections, and new material on service operations management and servicization. Bolstered by copious examples and problems, each chapter stands alone, allowing instructors to tailor the material to their specific needs. The text is essential reading for learning how to better analyze and improve on all facets of operations. |
| what is shadow price in sensitivity analysis: Operations Research: Introduction To Models And Methods Richard Johannes Boucherie, Henk Tijms, Aleida Braaksma, 2021-10-26 This attractive textbook with its easy-to-follow presentation provides a down-to-earth introduction to operations research for students in a wide range of fields such as engineering, business analytics, mathematics and statistics, computer science, and econometrics. It is the result of many years of teaching and collective feedback from students.The book covers the basic models in both deterministic and stochastic operations research and is a springboard to more specialized texts, either practical or theoretical. The emphasis is on useful models and interpreting the solutions in the context of concrete applications.The text is divided into several parts. The first three chapters deal exclusively with deterministic models, including linear programming with sensitivity analysis, integer programming and heuristics, and network analysis. The next three chapters primarily cover basic stochastic models and techniques, including decision trees, dynamic programming, optimal stopping, production planning, and inventory control. The final five chapters contain more advanced material, such as discrete-time and continuous-time Markov chains, Markov decision processes, queueing models, and discrete-event simulation.Each chapter contains numerous exercises, and a large selection of exercises includes solutions. |
| what is shadow price in sensitivity analysis: Operation Research Aplications and Algorithms Mr. Rohit Manglik, 2024-07-21 EduGorilla Publication is a trusted name in the education sector, committed to empowering learners with high-quality study materials and resources. Specializing in competitive exams and academic support, EduGorilla provides comprehensive and well-structured content tailored to meet the needs of students across various streams and levels. |
| what is shadow price in sensitivity analysis: Linear and Integer Programming Gerard Sierksma, 2001-11-01 Combines the theoretical and practical aspects of linear and integer programming. Provides practical case studies and techniques, including rounding-off, column-generation, game theory, multiobjective optimization, and goal programming, as well as real-world solutions to the transportation and transshipment problem, project scheduling, and decentralization. |
| what is shadow price in sensitivity analysis: AIMMS 3. 9 - Language Reference Marcel Roelofs, Johannes Bisschop, 2009-05-04 The AIMMS 3.9 Language Reference provides a complete description of the AIMMS modeling language, its underlying data structures and advanced language constructs. It is aimed at model builders only, and provides the ultimate reference to the model constructs that you can use to get the most out of your model formulations. |
| what is shadow price in sensitivity analysis: Fundamentals of Public Budgeting and Finance Aman Khan, 2019-11-12 Budgeting is probably the single most important function in government, considering the amount of money a government spends each year on various expenditure programs and activities, as well as the time it spends in preparing the budget, appropriating funds for these activities and, finally, executing them. This book integrates the complex theory and practice of public budgeting into a single text. Written in a simple, concise and easy to understand manner, The Fundamentals of Public Budgeting and Finance captures the multidimensional perspective of public budgeting that students, as well as practitioners will find useful. |
| what is shadow price in sensitivity analysis: Operations Research for Management G. V. Shenoy, U. K. Srivastava, S. C. Sharma, 1986 |
| what is shadow price in sensitivity analysis: Cost-Benefit Analysis of Multi-level Government Alessandro Ferrara, 2010-04-05 In this book, Alessandro Ferrara focuses on the provision of public investment and level of governmental intervention in Europe and the USA with particularly reference to the EU Cohesion Policy and the US Federal Investment Policies. |
| what is shadow price in sensitivity analysis: Principles and Standards for Benefit-Cost Analysis Scott Farrow, Richard O. Zerbe, 2013-01-01 'This book is a superb textbook treatment of benefit–cost analysis. It is well designed for students in public policy, public administration, public health, social work, environmental affairs, law and business.' – John D. Graham, Indiana University, US 'Principles and Standards for Benefit–Cost Analysis is well worth reading. The volume reproduces some chapters previously published online in the Journal of Benefit–Cost Analysis alongside new material that has not yet appeared in print, and does so in a logical and appealing way. Even the several chapters with which I disagreed made me think hard about my own views. And thinking hard is a good thing!' – Paul R. Portney, University of Arizona, US Benefit–cost analysis informs which policies or programs most benefit society when implemented by governments and institutions around the world. This volume brings together leading researchers and practitioners to recommend strategies and standards to improve the consistency and credibility of such analyses, assisting analysts of all types in achieving a greater uniformity of practice. Although new analytical approaches are constantly being used and tested, this book supports the emergence of a professional culture adhering to a set of principles and standards that can be used to identify useful analytical processes and to discard less useful ones. Contributors to this volume come from a wide variety of backgrounds and include authors of leading textbooks, editors of journals, former government officials, and practitioners whose analyses have shaped decisions about education, the environment, security, income distribution, and other vital social and economic policies. Students and professors of public sector economics will find much of interest in this groundbreaking book. Practitioners working in government, non-profit organizations, and international institutions, including welfare economists, policy analysts, environmentalists, engineers, and others will also benefit from this volume's sophisticated and practical recommendations. |
| what is shadow price in sensitivity analysis: Essentials of Business Analytics Bhimasankaram Pochiraju, Sridhar Seshadri, 2019-07-10 This comprehensive edited volume is the first of its kind, designed to serve as a textbook for long-duration business analytics programs. It can also be used as a guide to the field by practitioners. The book has contributions from experts in top universities and industry. The editors have taken extreme care to ensure continuity across the chapters. The material is organized into three parts: A) Tools, B) Models and C) Applications. In Part A, the tools used by business analysts are described in detail. In Part B, these tools are applied to construct models used to solve business problems. Part C contains detailed applications in various functional areas of business and several case studies. Supporting material can be found in the appendices that develop the pre-requisites for the main text. Every chapter has a business orientation. Typically, each chapter begins with the description of business problems that are transformed into data questions; and methodology is developed to solve these questions. Data analysis is conducted using widely used software, the output and results are clearly explained at each stage of development. These are finally transformed into a business solution. The companion website provides examples, data sets and sample code for each chapter. |
| what is shadow price in sensitivity analysis: CIMA - P1 Management Accounting BPP Learning Media, 2015-06-30 BPP Learning Media provides the widest range of study materials of any CIMA publisher. Our comprehensive printed materials highlight the areas to focus on for your exams, and our e-Learning products complement the syllabus to improve your understanding. |
| what is shadow price in sensitivity analysis: Linear and Convex Optimization Michael H. Veatch, 2020-12-16 Discover the practical impacts of current methods of optimization with this approachable, one-stop resource Linear and Convex Optimization: A Mathematical Approach delivers a concise and unified treatment of optimization with a focus on developing insights in problem structure, modeling, and algorithms. Convex optimization problems are covered in detail because of their many applications and the fast algorithms that have been developed to solve them. Experienced researcher and undergraduate teacher Mike Veatch presents the main algorithms used in linear, integer, and convex optimization in a mathematical style with an emphasis on what makes a class of problems practically solvable and developing insight into algorithms geometrically. Principles of algorithm design and the speed of algorithms are discussed in detail, requiring no background in algorithms. The book offers a breadth of recent applications to demonstrate the many areas in which optimization is successfully and frequently used, while the process of formulating optimization problems is addressed throughout. Linear and Convex Optimization contains a wide variety of features, including: Coverage of current methods in optimization in a style and level that remains appealing and accessible for mathematically trained undergraduates Enhanced insights into a few algorithms, instead of presenting many algorithms in cursory fashion An emphasis on the formulation of large, data-driven optimization problems Inclusion of linear, integer, and convex optimization, covering many practically solvable problems using algorithms that share many of the same concepts Presentation of a broad range of applications to fields like online marketing, disaster response, humanitarian development, public sector planning, health delivery, manufacturing, and supply chain management Ideal for upper level undergraduate mathematics majors with an interest in practical applications of mathematics, this book will also appeal to business, economics, computer science, and operations research majors with at least two years of mathematics training. |
| what is shadow price in sensitivity analysis: Service And Operations Management Cengiz Haksever, Barry Render, 2017-12-26 The purpose of this book is to provide cutting-edge information on service management such as the role services play in an economy, service strategy, ethical issues in services and service supply chains. It also covers basic topics of operations management including linear and goal programming, project management, inventory management and forecasting.This book takes a multidisciplinary approach to services and operational management challenges; it draws upon the theory and practice in many fields of study such as economics, management science, statistics, psychology, sociology, ethics and technology, to name a few. It contains chapters most textbooks do not include, such as ethics, management of public and non-profit service organizations, productivity and measurement of performance, routing and scheduling of service vehicles.An Instructor's Solutions Manual is available upon request for all instructors who adopt this book as a course text. Please send your request to sales@wspc.com. |
| what is shadow price in sensitivity analysis: Introduction to Operations Research Mr. Rohit Manglik, 2024-07-30 EduGorilla Publication is a trusted name in the education sector, committed to empowering learners with high-quality study materials and resources. Specializing in competitive exams and academic support, EduGorilla provides comprehensive and well-structured content tailored to meet the needs of students across various streams and levels. |
| what is shadow price in sensitivity analysis: Aimms 3.8 - Language Reference Marcel Roelofs, Johannes Bisschop, 2007-12-16 The AIMMS 3.8 Language Reference provides a complete description of the AIMMS modeling language, its underlying data structures and advanced language constructs. It is aimed at model builders only, and provides the ultimate reference to the model constructs that you can use to get the most out of your model formulations. |
| what is shadow price in sensitivity analysis: A Selected Annotated Bibliography on the Analysis of Water Resource Systems , 1969 |
| what is shadow price in sensitivity analysis: Matrices and Simplex Algorithms Aaart R. Heesterman, 2012-12-06 This is a textbook devoted to mathematical programming algorithms and the mathematics needed to understand such algorithms. It was mainly written for economists, but the mathematics itself obviously has relevance for other disciplines. It is a textbook as well a~ in parts, a contribution to new knowledge. There is, accordingly, a broad ordering of climbing sophistication, the earlier chapters being purely for the student, the later chapters being more specialist and containing some element of novelty on certain points. The book is edited in five parts. Part I deals with elementary matrix operations, matrix inversion, determinants, etc. Part II is mainly devoted to linear programming. As far as students' readability is concerned, these two parts are elementary undergraduate material. However, I would claim, in particular with respect to linear programming, that I do things more efficiently than the standard textbook approach has it. This refers mainly to the search for a feasible solution i.e. Chapter 9, and to upper and lower limits, i.e. Chapter 10. I have also argued that the standard textbook treatment of degeneracy misses a relevant problem, namely that of accuracy. In short, I would invite anyone who has the task of writing or designing an LP-code, to first acquaint himself with my ideas. viii INTRODUCTION Parts III and IV are concerned with nonlinear programming. |
| what is shadow price in sensitivity analysis: Metabolic Engineering George Stephanopoulos, Aristos A. Aristidou, Jens Nielsen, 1998-10-17 Metabolic engineering is a new field with applications in the production of chemicals, fuels, materials, pharmaceuticals, and medicine at the genetic level. The field's novelty is in the synthesis of molecular biology techniques and the tools of mathematical analysis, which allow rational selection of targets for genetic modification through measurements and control of metabolic fluxes. The objective is to identify specific genetics or environmental manipulations that result in improvements in yield and productivities of biotechnological processes. Key features of the book are pathway integration and the focus on metabolic flux as a fundamental determinant of cell physiology. The book keeps mathematical complexity to a minimum, and provides a glossary of biological terms to facilitate use of the book by a broader spectrum of readers. A web page exists to communicate updates of the codes and homework problems. - Demonstrates metabolic engineering in action with numerous examples of pathway modification - Includes methods for identifying key enzymes in metabolic networks - Contains a comprehensive review of metabolic biochemistry - Discusses metabolic regulation at the gene, enzyme, operon, and cell levels - Explains concepts of stoichiometry, kinetics, and thermodynamics of metabolic pathways - Minimizes mathematical complexity - Links to a Web page to communicate updates of the software code and homework problems |
| what is shadow price in sensitivity analysis: Introduction to Applied Optimization Urmila M. Diwekar, 2020-10-29 Provides well-written self-contained chapters, including problem sets and exercises, making it ideal for the classroom setting; Introduces applied optimization to the hazardous waste blending problem; Explores linear programming, nonlinear programming, discrete optimization, global optimization, optimization under uncertainty, multi-objective optimization, optimal control and stochastic optimal control; Includes an extensive bibliography at the end of each chapter and an index; GAMS files of case studies for Chapters 2, 3, 4, 5, and 7 are linked to http://www.springer.com/math/book/978-0-387-76634-8; Solutions manual available upon adoptions. |
| what is shadow price in sensitivity analysis: Aimms Optimization Modeling Johannes Bisschop, 2006 The AIMMS Optimization Modeling book provides not only an introduction to modeling but also a suite of worked examples. It is aimed at users who are new to modeling and those who have limited modeling experience. Both the basic concepts of optimization modeling and more advanced modeling techniques are discussed. The Optimization Modeling book is AIMMS version independent. |
| what is shadow price in sensitivity analysis: Corporate Finance and Investment Richard Pike, Bill Neale, Philip Linsley, Saeed Akbar, 2018-08-14 Taking an international perspective to corporate finance, the latest edition of Corporate Finance and Investment is a highly-regarded and established text for students who want to understand the principles of corporate finance and develop the key tools to apply it. The ninth edition has been revised to include topical issues in valuation, working capital, capital structure, the dividend decision, Islamic finance, risk and risk management, and behavioural finance. With its focus on strategic issues of finance in a business setting, this text uses the latest financial and accounting data, articles and research papers to effectively demonstrate how, and to what extent, the theory can be applied to practical issues in corporate finance. |
| what is shadow price in sensitivity analysis: Environmental Economics and Sustainable Development Mohan Munasinghe, 1993-01-01 - The Discount Rate. |
| what is shadow price in sensitivity analysis: Asian Mitigation: Insights, Mitigation Actions, Strategies And Policies For Asian Economies Hongbo Duan, 2025-04-29 Asian countries play a significant role in emission mitigation, which is one of the central pillars of the global effort to meet the 1.5°C and 2°C climate goals pledged in the Paris Agreement. This book contains a series of essays that explore how Asian territories are contributing to substantial emission reductions by presenting in-depth insights and fresh perspectives on optimal mitigation actions, strategies, and policies in Asian economies. A set of quantitative models, such as CGE models, DSGE models, LEAP models, LCA approaches, and input-output methods are used and developed to examine roles of mitigation at different scales, including climate governance on regional levels, distributional effects at the sectoral level, and policy effectiveness assessment on the firm level. The studies included in the book make novel contributions to the existing literature about the implementation of the Paris Agreement goals, and policy making at the regional scale (in both Asian and non-Asian economies). |
| what is shadow price in sensitivity analysis: Cost-Benefit Analysis Tevfik F. Nas, 2016-07-29 Cost-Benefit Analysis: Theory and Application provides the theoretical foundation for a general framework within which costs and benefits are identified and assessed from a societal perspective. With a thorough coverage of cost-benefit concepts and their underlying theory, the volume carries the reader through the steps of a typical evaluation process, including the identification, measurement, and comparison of costs and benefits, and project selection. Topics include alternative measures of welfare change, such as the concepts of consumer surplus and compensating and equivalent variation measures, shadow pricing, nonmarket valuation techniques of contingent valuation and discrete choice experiment, perspectives on what constitutes a theoretically acceptable discount rate, the social rate of time preference, income distribution, and much more. The book also focuses on real-world applications of cost-benefit analysis in two closely related areas—environment and health care—followed by an examination of the current state of the art in cost-benefit analysis as practiced by international agencies. |
| what is shadow price in sensitivity analysis: Optimization Modeling with Spreadsheets Kenneth R. Baker, 2015-06-15 An accessible introduction to optimization analysis using spreadsheets Updated and revised, Optimization Modeling with Spreadsheets, Third Edition emphasizes model building skills in optimization analysis. By emphasizing both spreadsheet modeling and optimization tools in the freely available Microsoft® Office Excel® Solver, the book illustrates how to find solutions to real-world optimization problems without needing additional specialized software. The Third Edition includes many practical applications of optimization models as well as a systematic framework that illuminates the common structures found in many successful models. With focused coverage on linear programming, nonlinear programming, integer programming, and heuristic programming, Optimization Modeling with Spreadsheets, Third Edition features: An emphasis on model building using Excel Solver as well as appendices with additional instructions on more advanced packages such as Analytic Solver Platform and OpenSolver Additional space devoted to formulation principles and model building as opposed to algorithms New end-of-chapter homework exercises specifically for novice model builders Presentation of the Sensitivity Toolkit for sensitivity analysis with Excel Solver Classification of problem types to help readers see the broader possibilities for application Specific chapters devoted to network models and data envelopment analysis A companion website with interactive spreadsheets and supplementary homework exercises for additional practice Optimization Modeling with Spreadsheets, Third Edition is an excellent textbook for upper-undergraduate and graduate-level courses that include deterministic models, optimization, spreadsheet modeling, quantitative methods, engineering management, engineering modeling, operations research, and management science. The book is an ideal reference for readers wishing to advance their knowledge of Excel and modeling and is also a useful guide for MBA students and modeling practitioners in business and non-profit sectors interested in spreadsheet optimization. |
| what is shadow price in sensitivity analysis: Quantitative Approaches to Management Richard I. Levin, David S. Rubin, Joel P. Stinson, 1986 |
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