Most real-life problems involve making decisions to optimally achieve a number of criteria while satisfying some hard or soft constraints. In this book several methods for solving such problems are presented by the leading experts in the area. The book also contains a number of very interesting application papers which demonstrate theoretical modelling, analysing and solution of real-life problems.

This book is the cuhnination of many years' research inspired by the pioneering and seminal works of Sah and Stiglitz. We gratefully acknowledge the influence of these two authors, whose ideas and contributions have brought us together on this collabo ration, despite our divergent scientific backgrounds (while Catalani is interested in quantitative methods, Clerico is a non-quantitative economist) . We thank the Editor of the Rivista Internazionale di Scienze Economiche e Commerciali for permission to use slightly modified versions of papers published in that Review (they are the content of Chapters I and III of Part I, and of Chapter I of Part II). We heartily thank Ms. Laura McLean for carefully revising our English. The publication of this book has been made possible by a grant from the Department of Economics, University of Turin, Italy. Torino, July 1995 Mario S. Catalani Giuseppe F. CIeri co CONTENTS Introduction 1 PART I Some models of decision making structures I. How and when unanimity is a superior decision rule 15 II. Majority rules and efficiency of the decision process 31 III. Team cooperation vs. independent assessment 41 IV. Leadership and dependence 59 V. The decision making process of political organizations 75 PART II Pyramid decision structures I. Pyramidal structures: a preliminary note 91 II. Other properties of pyramids 103 III. Pyramids and dependence 117 IV. Organization, loyalty, and efficiency 133 Conclusions 151 References 163 Mario S."

In practical management, a policy maker often has to make a choice from among various alternatives. Quite often, there are several conflicting criteria to take into account. In addition, some criteria are non-numeric: they can only be expressed as `more' or `less'. The QUALIFLEX method for multicriteria analysis has been developed by the Netherlands Economic Institute to handle such problems. It is designed for use at all levels of decision making, both in the public and private sector. QUALIFLEX has the following features: simultaneous use of qualitative and quantitative data; full flexibility with regard to alternatives and criteria; scores in their own, natural measures; different weighting options for the criteria; sensitivity analysis of the relative weights of the criteria; the result is an optimal ranking of the alternatives. GBP/LISTGBP The Decision Support System QUALIFLEX 2.3 is a fully revised version of the program Micro-Qualiflex. The main improvements are: now user friendly and menu driven; graphical presentation; reversibility and data editing; optional input from (dBase) files.

An insight into the latest results from the world of operations research - a wide-ranging field, as is shown by the book's 24 sections, corresponding to the conference program itself. Although problems of a primarily methodological nature are discussed, the emphasis is placed firmly on practical subjects, such as reports from the fields of healthcare, environmental protection, logistics and traffic engineering. This selection also clearly illustrates the extent to which OR is spreading into and already interwoven in other scientific disciplines.

The Agile Guide to Business Analysis and Planning presents clear, actionable guidance for every product owner, product and program manager, business analyst, requirements engineer, and project manager seeking to improve agile analysis and planning. Renowned author and consultant Howard Podeswa teaches best practices drawn from agile and agile-adjacent frameworks, including ATDD, BDD, DevOps, CI/CD, Kanban, Scrum, SAFe, XP, Lean Thinking, Lean Startup, Circumstance-Based Market Segmentation, and theories of disruptive innovation. He offers a comprehensive agile roadmap for analyzing customer needs and planning product development, including discussion of legacy business analysis tools that still offer immense value to agile teams.

Using a running case study, Podeswa walks through the full agile product lifecycle, from visioning through release and continuous value delivery. You learn how to carry out agile analysis and planning responsibilities more effectively, using tools such as Kano analysis, minimum viable products (MVPs), minimum marketable features (MMFs), story maps, product roadmaps, customer journey mapping, value stream mapping, spikes, and the definition of ready (DoR). Podeswa presents each technique in context: what you need to know and when to apply each tool. Read this book to

• Master principles, frameworks, concepts, and practices of agile analysis and planning in order to maximize value delivery throughout the product's lifecycle
• Explore planning and analysis for short-term, long-term, and scaled agile initiatives using MVPs and data-informed learning to test hypotheses and find high-value features
• Split features into MMFs and small stories that deliver significant value and enable quick wins
• Refine, estimate, and specify features, stories, and their acceptance criteria, following ATDD/BDD guidance
• Address the unique analysis and planning challenges of scaled agile organizations
• Implement 13 practices for optimizing enterprise agility

In this contributed volume, issues of what counts as evidence of risk are discussed. The authors show that value judgements enter into expert and non-expert characterization of evidence of risk, but they deny that this means that no choice about risk management is better than another, and demonstrate the possibility and importance of objectively grounded risk assessment.

A well-crafted business plan generates enthusiasm for your idea and boosts your odds of success--whether you're proposing a new initiative within your organization or starting an entirely new company. Creating Business Plans quickly walks you through the basics. You'll learn to: * Present your idea clearly * Develop sound financial plans * Project risks--and rewards * Anticipate and address your audience's concerns Don't have much time? Get up to speed fast on the most essential business skills with HBR's 20-Minute Manager series. Whether you need a crash course or a brief refresher, each book in the series is a concise, practical primer that will help you brush up on a key management topic. Advice you can quickly read and apply, for ambitious professionals and aspiring executives--from the most trusted source in business. Also available as an ebook.

"Stafford Beer is undoubtedly among the world's most provocative, creative, and profound thinkers on the subject of management, and he records his thinking with a flair that is unmatched. His writing is as much art as it is science. He is the most viable system I know." Dr Russell L Ackoff, The Institute for Interactive Management, Pennsylvania, USA. "If . anyone can make it Operations Research] understandably readable and positively interesting it is Stafford Beer . everyone in management . should be grateful to him for using clear and at times elegant English and . even elegant diagrams." The Economist This is the second edition of a book which has already become a management 'standard' both in universities and on the bookshelves of managers and their advisers. Brain of the Firm develops an account of the firm based upon insights derived from the study of the human nervous system, and is a basic text from the author's theory of viable systems. Despite the neurophysiology, the book is written for managers to understand. The companion volume to this book is The Heart of Enterprise, which is intended to support and complement this text. "Stafford Beer's works represent required reading for everyone who believes that a capacity for rigorous thinking is an essential attribute of today's successful managers and administrators. Brain of the Firm shows a first-rate intellect at work and provides concepts, models and inspiration for both practitioners and teachers." Sir Douglas Hague, CBE

"Brick by Brick" takes you inside the LEGO you've never seen. By following the teams that are inventing some of the world's best-loved toys, it spotlights the company's disciplined approach to harnessing creativity and recounts one of the most remarkable business transformations in recent memory.
"Brick by Brick" reveals how LEGO failed to keep pace with the revolutionary changes in kids' lives and began sliding into irrelevance. When the company's leaders implemented some of the business world's most widely espoused prescriptions for boosting innovation, they ironically pushed the iconic toymaker to the brink of bankruptcy. The company's near-collapse shows that what works in theory can fail spectacularly in the brutally competitive global economy.
It took a new LEGO management team - faced with the growing rage for electronic toys, few barriers to entry, and ultra-demanding consumers (ten-year old boys) - to reinvent the innovation rule book and transform LEGO into one of the world's most profitable, fastest-growing companies.
Along the way, "Brick by Brick" reveals how LEGO:
- Became truly customer-driven by co-creating with kids as well as its passionate adult fans
- Looked beyond products and learned to leverage a full-spectrum approach to innovation
- Opened its innovation process by using both the "wisdom of crowds" and the expertise of elite cliques
- Discovered uncontested, "blue ocean" markets, even as it thrived in brutally competitive red oceans
- Gave its world-class design teams enough space to create and direction to deliver
built a culture where "profitable" innovation flourishes
Sometimes radical yet always applicable, "Brick by Brick" abounds with real-world lessons for unleashing breakthrough innovation in your organization, just like LEGO. Whether you're a senior executive looking to make your company grow, an entrepreneur building a startup from scratch, or a fan who wants to instill some of that LEGO magic in your career, you'll learn how to build your own innovation advantage, brick by brick.

Momentum is your greatest ally - with it you can do anything, without it you will stall. As CEO you hate surprises, especially the kind that undermines momentum - yours or the organization you lead. Every CEO's journey is unique. However, there exists a very predictable, but previously unknown pattern: the CEO life cycle. The Four Dilemmas of the CEO outlines the common challenges that every CEO will face during their tenure, irrespective of geography or industry. Once understood, action can be taken to break through these glass ceilings that cause CEOs to get stuck in the business, while their mandate for working on the business is continually diverted. Framed within the life cycle of a CEO, the Four Dilemmas are: 1. You're in charge of everything, but cannot completely trust anything. 2. You know that today's executive cannot deliver tomorrow's results. 3. How do you engage the full capability of your executive on the business when their reputations were earned working in the business? 4. At what point does the price of remaining personally relevant outweigh your other options? In the first book to focus on the life cycle of a CEO, the authors draw on decades of international experience, both as former CEOs and trusted advisers, to show every executive how to recognize and anticipate the individual dilemmas, master them, and accelerate through them.

Crisis Leadership examines the challenges faced by leaders at each stage of the crisis 'lifecycle', and offers a unique insight into the lessons learned by people in the most challenging of situations. Anyone in a leadership position is only too aware that we live in uncertain times: disaster can strike any business, at any time, and usually without warning. Public institutions, too, face a range of threats - from global recession, resurgent terrorism and a stream of appalling natural disasters. For leaders in such organisations, these crisis situations can present both opportunities and threats. How they lead through such challenging times will propel their careers to new heights - or destroy them completely. Crisis Leadership examines the challenges faced by leaders at each stage of the crisis 'lifecycle', from the instant they learn of the crisis, through to moments of critical decision-making and the final tumultuous days. Tim Johnson offers a unique insight into the lessons learned by people in the most challenging of situations. Blended with operational guidance from the author's extensive experience in crisis management, Crisis Leadership provides an overview of the crisis 'lifecycle', to ensure that readers will come away from this book with a deeper appreciation of the critical nature of each key stage and the leadership challenges they bring - from the first signs of an emerging crisis to dealing with the long-term consequences they can create.

The local levels of economies have felt the impact of technological change and globalization. These forces have triggered the need to understand the dynamic mechanisms that enable locales to respond to such changes. For example, the downsizing of traditional employers because of a major loss in market share due to new competitors, acquisition by global firms, or off-shoring of production or services was traditionally thought to be beyond the scope of powers of local policy makers, thinkers, and business leaders. In the world of practice, those concerned about the economic performance of place-city, region or state-are increasingly focused on how to adapt to these trends and leverage their existing resources to respond to these global challenges as a positive opportunity. The Oxford Handbook of Local Competitiveness brings together some of the leading minds in the fields of business, economics, and the social sciences to identify, articulate, and analyze what influences and shapes local competitiveness and what places can do to enhance their economic performance. The contributors to the Handbook provide a body of systematic analyses suggesting that the local context is a critical element of the forces that shape competitiveness. The challenges to generate and sustain economic performance vary across places, and the factors and conditions that either enhance or impede competiveness also are place-specific. Finally, the characteristics and nature of what constitutes success also vary across places. This Handbook is essential reading material for academics in the fields of economics and public policy, as well as business leaders who hope to gain a more in-depth understanding of their field. Informative and intellectually rigorous, The Oxford Handbook of Local Competitiveness is the definitive volume of scholarly analysis regarding the relationship between place and economic competition.

It is not easy to summarize -even in a volume -the results of a scientific study con ducted by circa 30 researchers, in four different research institutions, though cooperating between them and jointly with the International Institute for Applied Systems Analysis, but working part-time, sponsored not only by IIASA's national currency funds, but also by several other research grants in Poland. The aims of this cooperative study were de fined broadly by its title Theory, Software and Testing Examples for Decision Support Systems. The focusing theme was the methodology of decision analysis and support related to the principle of reference point optimization (developed by the editors of this volume and called also variously: aspiration-led decision support, quasi-satisfying framework of rationality, DIDAS methodology etc. ). This focusing theme motivated extensive theoretical research - from basic methodological issues of decision analysis, through various results in mathematical programming (in the fields of large scale and stochastic optimization, nondifferentiable optimization, cooperative game theory) mo tivated and needed because of this theme, through methodological issues related to software development to issues resulting from testing and applications. We could not include in this volume all papers -theoretical, methodological, appiied, software manu als and documentation -written during this cooperative study."

The future of work is already here. Customers are adopting disruptive technologies faster than your company can adapt. When your customers are delighted, they can amplify your message in ways that were never before possible. But when your company's performance runs short of what you've promised, customers can seize control of your brand message, spreading their disappointment and frustration faster than you can keep up. To keep pace with today's connected customers, your company must become a connected company. That means deeply engaging with workers, partners, and customers, changing how work is done, how you measure success, and how performance is rewarded. It requires a new way of thinking about your company: less like a machine to be controlled, and more like a complex, dynamic system that can learn and adapt over time. Connected companies have the advantage, because they learn and move faster than their competitors. While others work in isolation, they link into rich networks of possibility and expand their influence. Connected companies around the world are aggressively acquiring customers and disrupting the competition. In The Connected Company, we examine what they're doing, how they're doing it, and why it works. And we show you how your company can use the same principles to adapt - and thrive - in today's ever-changing global marketplace.

Bernard ROY Professor, University of Paris-Dauphine Director of LAMSADE 11 is not unusual for a dozen or so loosely related working papers to be published in book form as the natural outgrowth of a scientific gathering. Although many a volu- me of collected papers has come into point in this way, the homogeneity of the arti- cles included will often be more apparent than real. As the reader will quickly ob- serve, such is not the case with the present volume. As one can judge from its ti- tle, 1t is in fact an outcome of an ed~torial project by J. Kacprzyk and M. Roubens. T~ey asked contributing authors to submit recent works which would examine. within a non-traditional theoretical framework, preference analysis and preference modeliing 1n a fuzzy context oriented towards decision aid. The articles by J.P. Ooignon, B. Monjardet, T. Tanino and Ph. Vincke empnasize the analysis of oreference structures, mainly in the presence of incomparability. In- transitivlty, thresholds and, more generally, inaccurate determination. Considera- ble attention is devoted to the analysis of efficient and non-dominated (in Pareto's sense of the term) decisions in the four papers presented by S. Ovchinnikov and M.

The completion of this thesis gives me feelings of satisfaction and thankfulness. Satisfaction because its results appear to be worthwile and relevant, and thankfulness towards so many persons who contributed to the progress of the work. The project "Analysis of multilevel decisions" was granted by the common research pool of Tilburg University and Eindhoven University of Techno- logy (Samenwerkingsorgaan Brabantse Universiteiten). During the 4-year lead time, the Department of Econometrics of Tilburg University provided not only a single room but also a pleasant and inspiring environment, for which I am very grateful. The research itself, particularly the inevitable scientific struggles, was perfectly coached by my promotors, Prof. Dr. P.A. Verheyen and Prof. Dr. J.F. Benders. I cannot give even the slightest description of the unique way in which they managed to do this. In all criticism they succeeded to maintain a positive, and thus stimulating, working atmosphere. The work also benefited from the suggestions gi ven by Prof. Dr. Th.M.A. Bemelmans, Prof. Dr. J.P.C. Kleijnen, Prof. Dr. P.H.M. Ruys and Prof. Dr. A. Schrijver. Furthermore I am indebted to Dr. Adam Wofniak (Warsaw University of Technology), who made me participate in his multi- level experience and critically commented on an earlier draft of the thesis.

Master data analysis, modeling and the effective use of spreadsheets with the popular BUSINESS ANALYTICS: DATA ANALYSIS AND DECISION MAKING, 7E. The quantitative methods approach in this edition helps you maximize your success with a proven teach-by-example presentation, inviting writing style and complete integration of the latest version of Excel. The approach is also compatible with earlier versions of Excel for your convenience. This edition is more data-oriented than ever before with a new chapter on the two main Power BI tools in Excel -- Power Query and Power Pivot -- and a new section of data visualization with Tableau Public. Current problems and cases demonstrate the importance of the concepts you are learning. In addition, a useful Companion Website provides data and solutions files, SolverTable for optimization sensitivity analysis and Palisade DecisionTools Suite. MindTap online resources are also available.

NEW from the bestselling HBR's 10 Must Reads series. Most teams underperform. Yours can beat the odds. If you read nothing else on building better teams, read these 10 articles. We've combed through hundreds of articles in the Harvard Business Review archive and selected the most important ones to help you assemble and steer teams that get results. Leading experts such as Jon Katzenbach, Teresa Amabile, and Tamara Erickson provide the insights and advice you need to: * Boost team performance through mutual accountability * Motivate large, diverse groups to tackle complex projects * Increase your teams' emotional intelligence * Prevent decision deadlock * Extract results from a bunch of touchy superstars * Fight constructively with top-management colleagues Looking for more Must Read articles from Harvard Business Review? Check out these titles in the popular series: HBR's 10 Must Reads: The Essentials HBR's 10 Must Reads on Communication HBR's 10 Must Reads on Collaboration HBR's 10 Must Reads on Innovation HBR's 10 Must Reads on Leadership HBR's 10 Must Reads on Making Smart Decisions HBR's 10 Must Reads on Managing Yourself HBR's 10 Must Reads on Strategic Marketing

This monograph is intended for an advanced undergraduate or graduate course of engineering and management science. as well as for persons in business. industry. military or in any field. who want an introductory and a capsule look into the methods of group decision making under multiple criteria. This is a sequel to our previous works entitled "Multiple Objective Decision Making--Methods and Applications (No. 164 of the Lecture Notes). and "Multiple Attribute Decision Making--Methods and Applications (No. 186 of the Lecture Notes). Moving from a single decision maker (the consideration of Lecture Notes 164 and 186) to a multiple decision maker setting introduces a great deal of complexity into the analysis. The problem is no longer the selection of the most preferred alternative among the nondominated solutions according to one individual's (single decision maker's) preference structure. The analysis is extended to account for the conflicts among different interest groups who have different objectives. goals. and so forth. Group decision making under multiple criteria includes such diverse and interconnected fields as preference analysis. utility theory. social choice theory. committee decision theory. theory of voting. game theory. expert evaluation analysis. aggregation of qualitative factors. economic equilibrium theory. etc; these are simplified and systematically classified for beginners. This work is to provide readers with a capsule look into the existing methods. their characteristics. and applicability in the complexity of group decision making.

Much of the work in this volume was supported by the National Science Foundation under Grant SES82-05112 from the Program in History and Philosophy of Science and the Division of Policy Research and Analysis. (Any opinions, findings, conclusions, or recommendations expressed in this publication are those of the author and do not necessarily reflect the views of the National Science Foundation. ) Several of these essays were written because of the impetus afforded by speaking invitations. An earlier version of Chapter 3 was presented in Berkeley in January 1983 at a Principal Investi gators' Conference sponsored by the National Science Foundation, Division of Policy Research and Analysis, Technology Assessment and Risk Assessment Group. In May 1982, an earlier version of Chapter 5 was presented at the meeting of the Society for Philos ophy and Technology, held in conjunction with the American Philosophical Association meeting, Western Division, in Columbus, Ohio. Finally, earlier versions of Chapter 6 were presented in Boston in December 1981 at the Boston Colloquium for the Philosophy of Science, as well as at the University of Delaware in January 1982 and at the Biennial Meeting of the Philosophy of Science Association held in Philadelphia in October 1982. An earlier version of this same chapter was published in Philosophy of Science Association 82, volume 1, ed. T. Nickles, Philosophy of Science Association, East Lansing, Michigan, 1982. A number of people have helped to make this book better than it might have been."

From columnist and bestselling author Suzy Welch comes a powerful, proven strategy for clarifying life choices.
We all want to lead a life of our own choosing. But in today's accelerated world of competing priorities, confounding options, and information overload, we can find ourselves steered by impulse, stress, or expedience. Are our decisions the right ones? Or are we being governed, time and again, and against our best intentions, by the demands of the moment? With "10-10-10, "Welch proposes a transformative solution to this pressure, helping us tease apart our deepest goals and values, candidly face our fears and dreams, and rid ourselves of frustration and regret. "10-10-10 "has shown its effectiveness in decisions large and small, routine and radical, getting us out of neutral at home, in love, and at work. Across the board, this immensely useful and revelatory idea provides us with the tools to regain control of our choices--and ultimately reclaim our lives.