Ermoliev, Yuri.
Managing Safety of Heterogeneous Systems Decisions under Uncertainties and Risks / [electronic resource] : edited by Yuri Ermoliev, Marek Makowski, Kurt Marti. - XXIII, 378p. 78 illus. online resource. - Lecture Notes in Economics and Mathematical Systems, 658 0075-8442 ; . - Lecture Notes in Economics and Mathematical Systems, 658 .
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, and rare events with catastrophic consequences. Traditional scientific approaches rely on data from real observations and experiments; yet no sufficient observations exist for new problems, and experiments are usually impossible. Therefore, science-based support for addressing such new class of problems needs to replace the traditional “deterministic predictions” analysis by new methods and tools for designing decisions that are robust against the involved uncertainties and risks. The new methods treat uncertainties explicitly by using “synthetic” information derived by integration of “hard” elements, including available data, results of possible experiments, and formal representations of scientific facts, with “soft” elements based on diverse representations of scenarios and opinions of public, stakeholders, and experts. The volume presents such effective new methods, and illustrates their applications in different problem areas, including engineering, economy, finance, agriculture, environment, and policy making.
9783642228841
10.1007/978-3-642-22884-1 doi
Economics.
Mathematical statistics.
System safety.
Economics/Management Science.
Operations Research/Decision Theory.
Operations Research, Management Science.
Quality Control, Reliability, Safety and Risk.
Statistical Theory and Methods.
HD30.23
658.40301
Managing Safety of Heterogeneous Systems Decisions under Uncertainties and Risks / [electronic resource] : edited by Yuri Ermoliev, Marek Makowski, Kurt Marti. - XXIII, 378p. 78 illus. online resource. - Lecture Notes in Economics and Mathematical Systems, 658 0075-8442 ; . - Lecture Notes in Economics and Mathematical Systems, 658 .
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, and rare events with catastrophic consequences. Traditional scientific approaches rely on data from real observations and experiments; yet no sufficient observations exist for new problems, and experiments are usually impossible. Therefore, science-based support for addressing such new class of problems needs to replace the traditional “deterministic predictions” analysis by new methods and tools for designing decisions that are robust against the involved uncertainties and risks. The new methods treat uncertainties explicitly by using “synthetic” information derived by integration of “hard” elements, including available data, results of possible experiments, and formal representations of scientific facts, with “soft” elements based on diverse representations of scenarios and opinions of public, stakeholders, and experts. The volume presents such effective new methods, and illustrates their applications in different problem areas, including engineering, economy, finance, agriculture, environment, and policy making.
9783642228841
10.1007/978-3-642-22884-1 doi
Economics.
Mathematical statistics.
System safety.
Economics/Management Science.
Operations Research/Decision Theory.
Operations Research, Management Science.
Quality Control, Reliability, Safety and Risk.
Statistical Theory and Methods.
HD30.23
658.40301