In this book, experts discuss whether volatility, uncertainty, complexity and ambiguity (VUCA) represent a challenge or a business opportunity. More intense debates on global climate change, increased turbulence in financial quarters, increased job insecurity and high levels of stress at the...

The Phenomenon of VUCA and Complexity -- Perspectives on a VUCA World -- Simple More Complex: A System Approach to VUCA -- Leadership, Strategy and Planning -- Program Management in VUCA Environments: Theoretical and Pragmatical Thoughts on a Systemic Management of Projects and Programs --...

This book is intended to present the milestones in the progression of uncertain Data envelopment analysis (DEA). Chapter 1 gives some basic introduction to uncertain theories, including probability theory, credibility theory, uncertainty theory and chance theory. Chapter 2 presents a...

Ongoing global changes pose fundamentally new scientific problems requiring new concepts and tools. A key issue concerns a vast variety of practically irreducible uncertainties, which challenge traditional models and require new concepts and analytical tools. Uncertainty can dominate, as in the...

General Remarks on Robust Solutions -- Modeling of Uncertainty and Probabilistic Issues -- On Joint Modelling of Random Uncertainty and Fuzzy Imprecision -- On the Approximation of a Discrete Multivariate Probability Distribution Using the New Concept of -Cherry Junction Tree -- Robust Solutions...

Managing safety of diverse systems requires decision-making under uncertainties and risks. Such systems are typically characterized by spatio-temporal heterogeneities, inter-dependencies, externalities, endogenous risks, discontinuities, irreversibility, practically irreducible uncertainties,...