Uncertainty in Facility Location Problems

Uncertainty in Facility Location Problems
Author: H. A. Eiselt
Publisher: Springer Nature
Total Pages: 443
Release: 2023-09-20
Genre: Business & Economics
ISBN: 3031323386

This book deals with an often-neglected feature of location problems, namely uncertainty, by combining two related fields: location theory and optimization. Written by leading researchers and practitioners in these fields, each chapter examines one aspect of the location process in different contexts, such as supply chains; location decisions under congestion; disaster management; design of resilient facilities; uncertainty in the health sector; and facility location in the retail sector under uncertainty. The book also addresses methodological aspects, such as chance-constrained approaches, heuristic algorithms, scenario approaches, and simulation. As such, it provides decision-makers with essential methods, tools and approaches to help them deal with these uncertainties. It is mainly intended for graduate students in the fields of operations research and logistics, as well as professionals in logistics and supply chain management.

Network and Discrete Location

Network and Discrete Location
Author: Mark S. Daskin
Publisher: John Wiley & Sons
Total Pages: 519
Release: 2011-02-14
Genre: Mathematics
ISBN: 1118030737

The comprehensive introduction to the art and science of locating facilities to make your organization more efficient, effective, and profitable. For the professional siting facilities, the task of translating organizational goals and objectives into concrete facilities requires a working familiarity with the theoretical and practical fundamentals of facility location planning and modeling. The first hands-on guide to using and developing facility location models, Network and Discrete Location offers a practiceoriented introduction to model-building methods and solution algorithms, complete with software to solve classical problems of realistic size and end-of-chapter exercises to enhance the reader's understanding. The text introduces the reader to the key classical location problems (covering, center, median, and fixed charge) which form the nucleus of facility location modeling. It also discusses real-life extensions of the basic models used in locating: production and distribution facilities, interacting services and facilities, and undesirable facilities. The book outlines a host of methodological tools for solving location models and provides insights into when each approach is useful and what information it provides. Designed to give readers a working familiarity with the basic facility location model types as well as an intuitive knowledge of the uses and limits of modeling techniques, Network and Discrete Location brings students and professionals alike swiftly from basic theory to technical fluency.

Facility Location

Facility Location
Author: Reza Zanjirani Farahani
Publisher: Springer Science & Business Media
Total Pages: 547
Release: 2009-07-09
Genre: Business & Economics
ISBN: 3790821519

Location problems establish a set of facilities (resources) to minimize the cost of satisfying a set of demands (customers) with respect to a set of constraints. This book deals with location problems. It considers the relationship between location problems and other areas such as supply chains.

Location Science

Location Science
Author: Gilbert Laporte
Publisher: Springer
Total Pages: 650
Release: 2015-02-25
Genre: Business & Economics
ISBN: 3319131117

This comprehensive and clearly structured book presents essential information on modern Location Science. The book is divided into three parts: basic concepts, advanced concepts and applications. Written by the most respected specialists in the field and thoroughly reviewed by the editors, it first lays out the fundamental problems in Location Science and provides the reader with basic background information on location theory. Part II covers advanced models and concepts, broadening and expanding on the content presented in Part I. It provides the reader with important tools to help them understand and solve real-world location problems. Part III is dedicated to linking Location Science with other areas like GIS, telecommunications, healthcare, rapid transit networks, districting problems and disaster events, presenting a wide range of applications. This part enables the reader to understand the role of facility location in such areas, as well as to learn how to handle realistic location problems. The book is intended for researchers working on theory and applications involving location problems and models. It is also suitable as a textbook for graduate courses on facility location.

Single-Facility Location Problems with Barriers

Single-Facility Location Problems with Barriers
Author: Kathrin Klamroth
Publisher: Springer Science & Business Media
Total Pages: 200
Release: 2006-04-06
Genre: Mathematics
ISBN: 0387227075

This text develops the mathematical implications of barriers to the geometrical and analytical characteristics of continuous location problems. The book will appeal to those working in operations research and management science, and mathematicians interested in optimization theory and its applications.

Facility Location Under Uncertainty

Facility Location Under Uncertainty
Author: Francisco Saldanha-da-Gama
Publisher: Springer
Total Pages: 0
Release: 2024-05-28
Genre: Business & Economics
ISBN: 9783031559266

This textbook provides researchers, post-graduate students, and practitioners with a systematic framework for coping with uncertainty when making facility location decisions. In addition to in-depth coverage of models and solution techniques, application areas are discussed. The book guides readers through the field, showing how to successfully analyze new problems and handle new applications. Initially, the focus is on base models and concepts. Then, gradually, more comprehensive models and more involved solution algorithms are discussed. Throughout the book, two perspectives are intertwined: the paradigm for capturing uncertainty, and the facility location problem at hand. The former includes stochastic programming, robust optimization, chance-constrained programming, and distributional robust optimization; the latter includes classical facility location problems and those arising in many real-world applications such as hub location, location routing, and location inventory.

Facility Location and the Theory of Production

Facility Location and the Theory of Production
Author: Arthur P. Hurter
Publisher: Springer Science & Business Media
Total Pages: 254
Release: 2012-12-06
Genre: Business & Economics
ISBN: 9400925182

The design and location of production facilities are important aspects of corporate strategy which can have a significant impact on the socio economy of nations and regions. Here, these decisions are recognized as being interrelated; that is, the optimal plant design (input mix and output level) depends on the location of the plant, and the optimal location of the plant depends on the design of the plant. Until the late 1950s, however, the questions of where a firm should locate its plant and what should be its planned input mix and output level were treated, for the most part, as separate questions, and were investigated by different groups of research ers. Although there was some recognition that these questions are inter I 1928; Hoover 1948; Isard 1956], no detailed analysis related [e. g. , Pre doh or formal structure was developed combining these two problems until the work of Moses [1958]. In recent years scholarly interest in the integrated production/locaton decision has been increasing rapidly. At the same time that research on the integrated production/location problem was expanding, significant related work was occurring in the fields of operations research, transportation science, industrial engineering, eco nomics, and geography. Unfortunately, the regional scientists working on the production/location problem had little contact with researchers in other fields. They generally publish in different journals and attend dif ferent professional meetings. Consequently, little of the recent work in these fields has made its way into the production/location research and vice versa.

Lectures on Stochastic Programming

Lectures on Stochastic Programming
Author: Alexander Shapiro
Publisher: SIAM
Total Pages: 447
Release: 2009-01-01
Genre: Mathematics
ISBN: 0898718759

Optimization problems involving stochastic models occur in almost all areas of science and engineering, such as telecommunications, medicine, and finance. Their existence compels a need for rigorous ways of formulating, analyzing, and solving such problems. This book focuses on optimization problems involving uncertain parameters and covers the theoretical foundations and recent advances in areas where stochastic models are available. Readers will find coverage of the basic concepts of modeling these problems, including recourse actions and the nonanticipativity principle. The book also includes the theory of two-stage and multistage stochastic programming problems; the current state of the theory on chance (probabilistic) constraints, including the structure of the problems, optimality theory, and duality; and statistical inference in and risk-averse approaches to stochastic programming.

Theory and Practice of Uncertain Programming

Theory and Practice of Uncertain Programming
Author: Baoding Liu
Publisher: Springer
Total Pages: 205
Release: 2008-12-28
Genre: Technology & Engineering
ISBN: 3540894845

Real-life decisions are usually made in the state of uncertainty such as randomness and fuzziness. How do we model optimization problems in uncertain environments? How do we solve these models? In order to answer these questions, this book provides a self-contained, comprehensive and up-to-date presentation of uncertain programming theory, including numerous modeling ideas, hybrid intelligent algorithms, and applications in system reliability design, project scheduling problem, vehicle routing problem, facility location problem, and machine scheduling problem. Researchers, practitioners and students in operations research, management science, information science, system science, and engineering will find this work a stimulating and useful reference.