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Books > Business & Economics > Business & management > Management & management techniques > Operational research

Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain (Hardcover, 1st ed. 2023): Laxminarayan... Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain (Hardcover, 1st ed. 2023)
Laxminarayan Sahoo, Tapan Senapati, Ronald R. Yager
R5,422 Discovery Miles 54 220 Ships in 12 - 17 working days

This edited book discusses creative and recent developments of fuzzy systems and its real-life applications of multiple criteria decision making. Keeping on the existing fuzzy sets and recent developed fuzzy sets, viz., intuitionistic fuzzy, Pythagorean fuzzy, Fermatean fuzzy, Hesitant fuzzy and multiple criteria decision approaches, this book is committed to probing the soft computing techniques and fuzzy multiple criteria decision making in favour of fuzzy intelligent system and business analytics. It also addresses novel development of fuzzy set theory as well as real-life applications of fuzzy systems. It presents challenging and useful real-world applications based on problems of decision making in various fields. The modelling and solution procedures of such real-world problems will be provided concisely although all topics start with a more developed resolution. The contributory chapters will be based on the vast research experiences of the authors in real-world decision-making problems. This book provides readers with a valuable conspectus of several decision-making problems as a reference for researchers and industrial practitioners in this field. This book will broadly cover recent development of fuzzy systems and its applications of multiple criteria decision making in the areas of management and production, manufacturing management, selections problems, group decision making, transportation and logistics, inventory control systems and interval technique/fuzzy technique (uncertainty) of the above mentioned areas.

Analyzing Organization Cultures (Paperback): Bruce Fortado Analyzing Organization Cultures (Paperback)
Bruce Fortado
R1,593 Discovery Miles 15 930 Ships in 12 - 17 working days

Certain consultants argue leaders can quickly, easily, and considerably alter their organization cultures to improve performance. Conversely, field researchers have described situations where leaders could do little to alter the existing organization culture. Between these extreme positions, a spectrum of varying degrees of leader influence exists, and organizations fall at various places along this spectrum. This book presents five field studies dealing with team, service, and sales cultures where both expected and unexpected outcomes arose. In multiple instances, leaders hoped showing some employee appreciation would compensate for offering below market average wages. Several leadership groups were prospering based on cost cuts or increased sales. Those below often had their work intensified and they were experiencing greater stress. Eight paradoxical situations were uncovered and the interpretations of the participants were based in part on their personal work histories and the history of their current organization. In each case, evidence of employee informal organization and managerial operating cultures were documented. Analyzing Organization Cultures uses detailed case studies of five work organizations to offer a comparative approach to analyzing organizational culture. It shows the latest state of knowledge on the topic and will be of interest to researchers, academics, and students in the fields of organizational studies, management history, human resource management, and organizational theory.

Dual-Feasible Functions for Integer Programming and Combinatorial Optimization - Basics, Extensions and Applications... Dual-Feasible Functions for Integer Programming and Combinatorial Optimization - Basics, Extensions and Applications (Hardcover, 1st ed. 2016)
Claudio Alves, Francois Clautiaux, Jose Valerio de Carvalho, Jurgen Rietz
R2,563 R1,960 Discovery Miles 19 600 Save R603 (24%) Ships in 12 - 17 working days

This book provides a postgraduate audience the keys they need to understand and further develop a set of tools for the efficient computation of lower bounds and valid inequalities in integer programs and combinatorial optimization problems. After discussing the classical approaches described in the literature, the book addresses how to extend these tools to other non-standard formulations that may be applied to a broad set of applications. Examples are provided to illustrate the underlying concepts and to pave the way for future contributions.

Advances in Systematic Creativity - Creating and Managing Innovations (Hardcover, 1st ed. 2019): Leonid Chechurin, Mikael Collan Advances in Systematic Creativity - Creating and Managing Innovations (Hardcover, 1st ed. 2019)
Leonid Chechurin, Mikael Collan
R4,332 Discovery Miles 43 320 Ships in 12 - 17 working days

This book presents a collection of the most current research into systemic creativity and TRIZ, engendering discussion and the exchange of new discoveries in the field. With chapters on idea generation, decision making, creativity support tools, artificial intelligence and literature based discovery, it will include a number of instruments of inventive design automation. Consisting of 15-20 chapters written by leading experts in the theory for inventive problem solving (TRIZ) and adjacent fields focused upon heuristics, the contributions will add to the method of inventive design, dialogue with other tools and methods, and teaching creativity in management education through real-life case studies.

Escalation of Commitment in Internationalization Processes - The Role of Bounded Rationality in the Uppsala Model (Hardcover,... Escalation of Commitment in Internationalization Processes - The Role of Bounded Rationality in the Uppsala Model (Hardcover, 1st ed. 2018)
Bjoern Roeber
R3,581 Discovery Miles 35 810 Ships in 12 - 17 working days

This unique book on international business presents a critical review of the role of bounded rationality in internationalization process (IP) research. Corporate internationalization processes have been a subject of scientific debate for several decades. However, it is questionable whether behavioral research insights are sufficiently acknowledged in this academic discipline. Against this backdrop, the author critically assesses the behavioral assumptions of the Uppsala Model, which is commonly considered to be the pivotal approach in internationalization process research.

Researching Leadership-As-Practice - The Reappearing Act of Leadership (Paperback): Vasilisa Takoeva Researching Leadership-As-Practice - The Reappearing Act of Leadership (Paperback)
Vasilisa Takoeva
R1,340 Discovery Miles 13 400 Ships in 12 - 17 working days

One current challenge of conducting research from the leadership-as-practice perspective is a practical one: how to capture and analyse the elusive practice of leadership within the web of mundane organising processes. Although a number of researchers have attempted to address the issue, there is not yet a definitive 'how to' guide to making sense of the empirical manifestations of leadership practices. The book responds directly to this challenge and offers a theoretical framework and practical guidance to capturing, identifying and analysing evidence of leadership practice emergence; and provides implications of this approach for leadership academics and practitioners. The developed framework enables a method for understanding these leadership instances as they are enacted by individuals within and against the evolving activities of their day-to-day work. The framework is underpinned by cultural-historical activity theory and critical realism and it conceptualises leadership practice by placing agents' actions and interactions within the context of their relationships, objectives, experiences, material and non-material artefacts and wider organising processes and organisational structures; work that has not yet been undertaken in the field. It offers a strong theoretical foundation for further development of our understanding of leadership-as-practice, providing a methodological guidance for undertaking leadership-as-practice research, and enables a discussion on the variety of underlying processes and elements as they emerge from empirical observations. It will be of value to researchers, academics, professionals, and students in the fields of business and management with a particular interest in management theory, organisational studies, and leadership research.

Sustainable Self-Governance in Businesses and Society - The Viable System Model in Action (Hardcover): Angela Espinosa Sustainable Self-Governance in Businesses and Society - The Viable System Model in Action (Hardcover)
Angela Espinosa
R4,120 Discovery Miles 41 200 Ships in 12 - 17 working days

Sustainable Self-Governance in Businesses and Society offers a sound introduction to Stafford Beer's Viable System Model (VSM) and clarifies its relevance to support organisational sustainability and self-governance. While the VSM has been known since the early 1980s, it hasn't been always easy to understand and to apply. It explains the self-transformation methodology to analyse the way organisations manage (or not) their complexity and govern themselves. The work is supported by multiple examples of application in organisations of all scales - from small to multi-national corporations and from organised social networks to communities and national organisations. It clarifies the relevance of Beer's theory to support systemic learning and change in organisations, and to coach them to self-organise and self-govern. Readers interested in further understanding insights from complex systems and cybernetics theories for designing and transforming organisations will benefit from this book, as it works to offer very detailed insights on how to put the VSM theory into practice. It clarifies how it improves adaptive capabilities, agile and self-regulated structures, more capable of fully implementing corporate sustainability strategies and self-governing themselves. The chapters provide key reading for managers, consultants, practitioners, and post-graduate students working in organisational transformation, governance, and sustainability.

What About the Future? - New Perspectives on Planning, Forecasting and Complexity (Hardcover, 1st ed. 2019): Fred Phillips What About the Future? - New Perspectives on Planning, Forecasting and Complexity (Hardcover, 1st ed. 2019)
Fred Phillips
R2,762 Discovery Miles 27 620 Ships in 10 - 15 working days

This book closely examines the concept and theory of 'future' from a multidisciplinary perspective, focusing on the practice of forecasting, especially in its interaction with complexity. It highlights the relations between forecasting, decision-making and strategy, mixing technical arguments (but minimal mathematics) with ideas from psychology and philosophy. Rich with examples, the book highlights the role of values and attitudes in deciding how to look at the future. Written in a casual but precise style that makes the ideas easily digestible, it helps corporate strategists, practicing futurists, and researchers in the field of strategy or public planning gain a fundamental perspective on the future - before starting to predict things.

Leadership and China - Philosophy, Place and Practice (Hardcover): Ralph J. Bathurst, Michelle Sitong Chen Leadership and China - Philosophy, Place and Practice (Hardcover)
Ralph J. Bathurst, Michelle Sitong Chen
R4,102 Discovery Miles 41 020 Ships in 12 - 17 working days

Since its opening in 1978, China has undergone radical change. By establishing special economic zones along its Eastern coastal borders under Deng Xioping's tutelage, China entered the global market. Loosening controls from central government allowed for a more free-market approach that facilitated easier trading partnerships across national boundaries. Leadership and China: Philosophy, Place and Practice explores the impact of these changes today. Companies across the globe are doing business with Chinese counterparts, but recently the Western world has begun treating China with suspicion, with some commentators claiming nefarious aims on the part of Chinese Communist Party, and intentions of favoring China's growing middle class and political elites, while impoverishing other international trading partners. This calls for wise leadership on both sides of the political divide and this book facilitates conversations that explore synergies between East and West, aiming to move past suspicion and discuss how leaders might work for the benefit of all humanity. With an orientation towards conversations rather than polemics, graduate students, scholars and business leaders across the globe will benefit from this book.

Industrial Engineering and Operations Management I - XXIV IJCIEOM, Lisbon, Portugal, July 18-20 (Hardcover, 1st ed. 2019): Joao... Industrial Engineering and Operations Management I - XXIV IJCIEOM, Lisbon, Portugal, July 18-20 (Hardcover, 1st ed. 2019)
Joao Reis, Sandra Pinelas, Nuno Melao
R5,903 Discovery Miles 59 030 Ships in 10 - 15 working days

Based on the 2018 International Joint Conference on Industrial Engineering and Operations Management (IJCIEOM) conference that took place in Lisbon, Portugal, this proceedings volume is the first of two focusing on mathematical applications in digital transformation. The different contributions in this volume explore topics such as modelling, simulation, logistics, innovation, sustainability, health care, supply chain, lean manufacturing, operations management, quality and digital. Written by renowned scientists from around the world, this multidisciplinary volume serves as a reference on industrial engineering and operations management and as a source on current findings for researchers and students aiming to work on industrial-related problems.

Advances in Optimization and Decision Science for Society, Services and Enterprises - ODS, Genoa, Italy, September 4-7, 2019... Advances in Optimization and Decision Science for Society, Services and Enterprises - ODS, Genoa, Italy, September 4-7, 2019 (Hardcover, 1st ed. 2019)
Massimo Paolucci, Anna Sciomachen, Pierpaolo Uberti
R1,694 Discovery Miles 16 940 Ships in 12 - 17 working days

The contributions included in the volume are drawn from presentations at ODS2019 - International Conference on Optimization and Decision Science, which was the 49th annual meeting of the Italian Operations Research Society (AIRO) held at Genoa, Italy, on 4-7 September 2019. This book presents very recent results in the field of Optimization and Decision Science. While the book is addressed primarily to the Operations Research (OR) community, the interdisciplinary contents ensure that it will also be of very high interest for scholars and researchers from many scientific disciplines, including computer sciences, economics, mathematics, and engineering. Operations Research is known as the discipline of optimization applied to real-world problems and to complex decision-making fields. The focus is on mathematical and quantitative methods aimed at determining optimal or near-optimal solutions in acceptable computation times. This volume not only presents theoretical results but also covers real industrial applications, making it interesting for practitioners facing decision problems in logistics, manufacturing production, and services. Readers will accordingly find innovative ideas from both a methodological and an applied perspective.

Vector Optimization - Theory, Applications, and Extensions (Hardcover, 2nd ed. 2011): Johannes Jahn Vector Optimization - Theory, Applications, and Extensions (Hardcover, 2nd ed. 2011)
Johannes Jahn
R3,326 Discovery Miles 33 260 Ships in 10 - 15 working days

Fundamentals and important results of vector optimization in a general setting are presented in this book. The theory developed includes scalarization, existence theorems, a generalized Lagrange multiplier rule and duality results. Applications to vector approximation, cooperative game theory and multiobjective optimization are described. The theory is extended to set optimization with particular emphasis on contingent epiderivatives, subgradients and optimality conditions. Background material of convex analysis being necessary is concisely summarized at the beginning.

This second edition contains new parts on the adaptive Eichfelder-Polak method, a concrete application to magnetic resonance systems in medical engineering and additional remarks on the contribution of F.Y. Edgeworth and V. Pareto. The bibliography is updated and includes more recent important publications.

The Risk Ranking Technique in Decision Making (Hardcover): John C. Chicken, Michael R. Hayns The Risk Ranking Technique in Decision Making (Hardcover)
John C. Chicken, Michael R. Hayns
R1,842 Discovery Miles 18 420 Ships in 12 - 17 working days

This book develops a comprehensive approach, known as the Ranking Technique, for the assessment of decision options. It aims to provide a way of presenting a decision maker with a consistent method of making a thorough assessment of all the factors associated with complex decisions. The Ranking Technique is based on a detailed analysis of all the issues involved and presents the results in a simple manner which should be understandable by the lay public not versed in the complexities of the issues involved. Ranking Technique is illustrated by application to four major decisions that have caused controversy and one fuel resource evaluation, although it is stressed that the Technique is applicable to all decision-making situations. The study describes how technical, economic and socio-political factors can be evaluated and their significance integrated to give a comprehensive assessment of the decision options.

Decision-making Analysis and Optimization Modeling of Emergency Warnings for Major Accidents (Hardcover, 1st ed. 2019): Wenmei... Decision-making Analysis and Optimization Modeling of Emergency Warnings for Major Accidents (Hardcover, 1st ed. 2019)
Wenmei Gai, Yan Du, Yunfeng Deng
R3,020 Discovery Miles 30 200 Ships in 10 - 15 working days

This book highlights cutting-edge research into emergency early warning management and decision-making for severe accidents. Using toxic gas leakages as examples, it puts forward new design methods for emergency early warning systems, as well as a systematic description of emergency early warning information communication mechanisms and characteristics of regional evacuation, based on a wide range of theories, including safety engineering, information engineering, communication, behaviorology and others. The book applies a range of methods, such as case analysis, questionnaire interviews, and multi-objective optimization modeling. Drawing on this basis, it subsequently proposes a multi-objective optimization modeling and algorithm for emergency path selection, together with an evacuation risk assessment method. Divided into six chapters prepared by an international team of researchers, the book addresses the design of early warning systems, communication and dissemination mechanisms of early warning information, characteristics of regional evacuation, multi-objective optimization of emergency paths, and evacuation risk assessment. The book offers an essential reference guide for engineering technicians and researchers in a wide range of fields, including emergency management, safety science and engineering, disaster relief engineering, and transportation optimization, as well as graduate students in related majors at colleges and universities.

Journey to Lean - Making Operational Change Stick (Hardcover, 2004 ed.): John Drew, Blair McCallum, Stefan Roggenhofer Journey to Lean - Making Operational Change Stick (Hardcover, 2004 ed.)
John Drew, Blair McCallum, Stefan Roggenhofer
R2,218 Discovery Miles 22 180 Ships in 12 - 17 working days

In the current climate attention has refocused on lean production. While books have looked at the principles of lean production and techniques, this book from McKinsey & Company, the world's most influential management consultancy, provides a unique approach, which is holistic in nature and argues that lean must be central to the strategy and mindset of the company or organization. It will be the most comprehensive book on the tangible and intangible aspects of lean transformation with a complete overview of how organizations should embark upon this arising from the cutting edge work done by the authors with leading companies worldwide.

Optimal Quadratic Programming Algorithms - With Applications to Variational Inequalities (Hardcover, 2009 ed.): Zdenek Dostal Optimal Quadratic Programming Algorithms - With Applications to Variational Inequalities (Hardcover, 2009 ed.)
Zdenek Dostal
R3,055 Discovery Miles 30 550 Ships in 10 - 15 working days

Quadratic programming (QP) is one advanced mathematical technique that allows for the optimization of a quadratic function in several variables in the presence of linear constraints. This book presents recently developed algorithms for solving large QP problems and focuses on algorithms which are, in a sense optimal, i.e., they can solve important classes of problems at a cost proportional to the number of unknowns. For each algorithm presented, the book details its classical predecessor, describes its drawbacks, introduces modifications that improve its performance, and demonstrates these improvements through numerical experiments.

This self-contained monograph can serve as an introductory text on quadratic programming for graduate students and researchers. Additionally, since the solution of many nonlinear problems can be reduced to the solution of a sequence of QP problems, it can also be used as a convenient introduction to nonlinear programming.

5th EAI International Conference on Management of Manufacturing Systems (Hardcover, 1st ed. 2022): Lucia Knapcikova, Dragan... 5th EAI International Conference on Management of Manufacturing Systems (Hardcover, 1st ed. 2022)
Lucia Knapcikova, Dragan Perakovic, Annamaria Behunova, Marko Perisa
R8,814 Discovery Miles 88 140 Ships in 10 - 15 working days

The book presents the proceedings of the 5th EAI International Conference on Management of Manufacturing Systems (MMS 2020), which took place online on October 27-29, 2020. The conference covers the management of manufacturing systems with support for Industry 4.0, logistics and intelligent manufacturing systems and applications, cooperation management, and its effective applications. Topics include RFID applications, economic impacts in logistics, ICT support for Industry 4.0, industrial and smart Logistics, intelligent manufacturing systems and applications, and much more. The topic is of interest to researchers, practitioners, students, and academics in manufacturing and communications engineering.

Decision Making for Enhanced Health Security - Managing Emerging Health Threats, Making Reasoned Choices, and Allocating Scarce... Decision Making for Enhanced Health Security - Managing Emerging Health Threats, Making Reasoned Choices, and Allocating Scarce Resources (Hardcover, 1st ed. 2022)
Gilberto Montibeller
R4,356 Discovery Miles 43 560 Ships in 12 - 17 working days

Health threats pose significant dangers to humankind and form a major source of human suffering and sorrow. Responsible leadership and reasoned decision making can significantly improve the arenas that are affected by health threats, through establishing a better allocation of very scarce resources for building health capabilities and for increasing health preparedness, responsiveness and resilience. This book examines how public health leaders can use the cutting-edge research from Decision Sciences to better manage emerging and re-emerging health threats, with a focus on enhancing health security. While these decisions must be informed by the best available evidence, they must also address competing priorities and key uncertainties and must mitigate critical risks, albeit in a cost-effective manner which seeks to maximize societal value. This is a book about how decisions on health security can be improved, both in terms of the content that is utilized in a health decision analysis and the decision processes that are employed in reaching a decision. This decision-focused perspective can help public health leaders and public health experts to increase the health preparedness of health systems, the task of which involves improving health capabilities, increasing the robustness of health systems against health threats, as well as strengthening health resilience and the responsiveness of these systems against disease outbreaks.

Hybrid Switching Diffusions - Properties and Applications (Hardcover, 2010 ed.): G. George Yin, Chao Zhu Hybrid Switching Diffusions - Properties and Applications (Hardcover, 2010 ed.)
G. George Yin, Chao Zhu
R3,272 Discovery Miles 32 720 Ships in 10 - 15 working days

This book encompasses the study of hybrid switching di usion processes and their applications. The word \hybrid" signi es the coexistence of c- tinuous dynamics and discrete events, which is one of the distinct features of the processes under consideration. Much of the book is concerned with the interactions of the continuous dynamics and the discrete events. Our motivations for studying such processes originate from emerging and - isting applications in wireless communications, signal processing, queueing networks, production planning, biological systems, ecosystems, nancial engineering, and modeling, analysis, and control and optimization of lar- scale systems, under the in uence of random environments. Displaying mixture distributions, switching di usions may be described by the associated operators or by systems of stochastic di erential eq- tions together with the probability transition laws of the switching actions. We either have Markov-modulated switching di usions or processes with continuous state-dependent switching. The latter turns out to be much more challenging to deal with. Viewing the hybrid di usions as a number of di usions joined together by the switching process, they may be se- ingly not much di erent from their di usion counterpart. Nevertheless, the underlying problems become more di cult to handle, especially when the switching processes depend on continuous states. The di culty is due to the interaction of the discrete and continuous processes and the tangled and hybrid information pattern.

Applied Probability and Stochastic Processes (Hardcover, 1st ed. 2020): V. C. Joshua, S. R. S. Varadhan, Vladimir M. Vishnevsky Applied Probability and Stochastic Processes (Hardcover, 1st ed. 2020)
V. C. Joshua, S. R. S. Varadhan, Vladimir M. Vishnevsky
R1,696 Discovery Miles 16 960 Ships in 12 - 17 working days

This book gathers selected papers presented at the International Conference on Advances in Applied Probability and Stochastic Processes, held at CMS College, Kerala, India, on 7-10 January 2019. It showcases high-quality research conducted in the field of applied probability and stochastic processes by focusing on techniques for the modelling and analysis of systems evolving with time. Further, it discusses the applications of stochastic modelling in queuing theory, reliability, inventory, financial mathematics, operations research, and more. This book is intended for a broad audience, ranging from researchers interested in applied probability, stochastic modelling with reference to queuing theory, inventory, and reliability, to those working in industries such as communication and computer networks, distributed information systems, next-generation communication systems, intelligent transportation networks, and financial markets.

Improved FMEA Methods for Proactive Healthcare Risk Analysis (Hardcover, 1st ed. 2019): Hu-Chen Liu Improved FMEA Methods for Proactive Healthcare Risk Analysis (Hardcover, 1st ed. 2019)
Hu-Chen Liu
R6,434 Discovery Miles 64 340 Ships in 12 - 17 working days

This book offers an in-depth and systematic introduction to improved failure mode and effects analysis (FMEA) methods for proactive healthcare risk analysis. Healthcare risk management has become an increasingly important issue for hospitals and managers. As a prospective reliability analysis technique, FMEA has been widely used for identifying and eliminating known and potential failures in systems, designs, products or services. However, the traditional FMEA has a number of weaknesses when applied to healthcare risk management. This book provides valuable insights into useful FMEA methods and practical examples that can be considered when applying FMEA to enhance the reliability and safety of the healthcare system. This book is very interesting for practitioners and academics working in the fields of healthcare risk management, quality management, operational research, and management science and engineerin. It can be considered as the guiding document for how a healthcare organization proactively identifies, manages and mitigates the risk of patient harm. This book also serves as a valuable reference for postgraduate and senior undergraduate students.

Innovations in Logistics and Supply Chain Management Technologies for Dynamic Economies (Hardcover): Zongwei Luo Innovations in Logistics and Supply Chain Management Technologies for Dynamic Economies (Hardcover)
Zongwei Luo
R5,363 Discovery Miles 53 630 Ships in 12 - 17 working days

As time and distance become conquerable in a global economy, understanding the future of supply chain management is the process of understanding how the world interacts. Innovations in Logistics and Supply Chain Management Technologies for Dynamic Economies disseminates supply chain management and applied logistic theories, technology development, innovation, and transformation in various economic sectors upon current, advancing technological opportunities and market imperatives. In a world where efficiency is crucial, applied research and developments in logistics and supply chain management included in this volume is paramount.

Progress in Industrial Mathematics: Success Stories - The Industry and the Academia Points of View (Hardcover, 1st ed. 2021):... Progress in Industrial Mathematics: Success Stories - The Industry and the Academia Points of View (Hardcover, 1st ed. 2021)
Manuel Cruz, Carlos Pares, Peregrina Quintela
R4,597 Discovery Miles 45 970 Ships in 10 - 15 working days

This book presents a panorama about the recent progress of industrial mathematics from the point of view of both industrials and researchers. The chapters correspond to a selection of the contributions presented in the "Industry Day" and in the Minisymposium "EU - MATHS - IN: Success Stories of Applications of Mathematics to Industry" organized in the framework of the International Conference ICIAM 2019 held in Valencia (Spain) on July 15-19, 2019. In the Industry Day, included for the first time in this series of Conferences, representatives of companies from different countries and several sectors presented their view about the benefits regarding the usage of mathematical tools and/or collaboration with mathematicians. The contributions of this special session were addressed to industry people. Minisymposium contributions detailed some collaborations between mathematicians and industrials that led to real benefits in several European companies. All the speakers were affiliated in some of the European National Networks that constitute the European Service Network of Mathematics for Industry and Innovation (EU-MATHS-IN).

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Hardcover, 2nd ed. 2013): Uffe B. Kjaerulff,... Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Hardcover, 2nd ed. 2013)
Uffe B. Kjaerulff, Anders L. Madsen
R3,797 R2,576 Discovery Miles 25 760 Save R1,221 (32%) Ships in 12 - 17 working days

"Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, "provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide. "

Anticipatory Optimization for Dynamic Decision Making (Hardcover, 2011 ed.): Stephan Meisel Anticipatory Optimization for Dynamic Decision Making (Hardcover, 2011 ed.)
Stephan Meisel
R3,021 Discovery Miles 30 210 Ships in 10 - 15 working days

The availability of today's online information systems rapidly increases the relevance of dynamic decision making within a large number of operational contexts. Whenever a sequence of interdependent decisions occurs, making a single decision raises the need for anticipation of its future impact on the entire decision process. Anticipatory support is needed for a broad variety of dynamic and stochastic decision problems from different operational contexts such as finance, energy management, manufacturing and transportation. Example problems include asset allocation, feed-in of electricity produced by wind power as well as scheduling and routing. All these problems entail a sequence of decisions contributing to an overall goal and taking place in the course of a certain period of time. Each of the decisions is derived by solution of an optimization problem. As a consequence a stochastic and dynamic decision problem resolves into a series of optimization problems to be formulated and solved by anticipation of the remaining decision process.

However, actually solving a dynamic decision problem by means of approximate dynamic programming still is a major scientific challenge. Most of the work done so far is devoted to problems allowing for formulation of the underlying optimization problems as linear programs. Problem domains like scheduling and routing, where linear programming typically does not produce a significant benefit for problem solving, have not been considered so far. Therefore, the industry demand for dynamic scheduling and routing is still predominantly satisfied by purely heuristic approaches to anticipatory decision making. Although this may work well for certain dynamic decision problems, these approaches lack transferability of findings to other, related problems.

This book has serves two major purposes:

It provides a comprehensive and unique view of anticipatory optimization for dynamic decision making. It fully integrates Markov decision processes, dynamic programming, data mining and optimization and introduces a new perspective on approximate dynamic programming. Moreover, the book identifies different degrees of anticipation, enabling an assessment of specific approaches to dynamic decision making.

It shows for the first time how to successfully solve a dynamic vehicle routing problem by approximate dynamic programming. It elaborates on every building block required for this kind of approach to dynamic vehicle routing. Thereby the book has a pioneering character and is intended to provide a footing for the dynamic vehicle routing community."

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