Search results for "DECISION MAKING"

An Interactive Framework for Offline Data-Driven Multiobjective Optimization

2020

We propose a framework for solving offline data-driven multiobjective optimization problems in an interactive manner. No new data becomes available when solving offline problems. We fit surrogate models to the data to enable optimization, which introduces uncertainty. The framework incorporates preference information from a decision maker in two aspects to direct the solution process. Firstly, the decision maker can guide the optimization by providing preferences for objectives. Secondly, the framework features a novel technique for the decision maker to also express preferences related to maximum acceptable uncertainty in the solutions as preferred ranges of uncertainty. In this way, the d…

Democrazia e consultazione on line. Nuova edizione rivista e aggiornata

2023

Il volume è stato immaginato per gli studenti dei corsi di laurea in comunicazione, per gli studiosi e gli operatori della comunicazione pubblica. Integra infatti riflessioni su comunicazione e decisioni pubbliche, democrazia e media digitali, ripercorrendo il dibattito sulla consultazione elettronica attraverso discipline e settori differenti. Il testo, a partire da una riflessione teorica sulla democrazia deliberativa, esamina in modo critico la risposta tecnologica al declino della partecipazione politica a livello internazionale. Presenta le tecniche di consultazione pubblica on line, gli standard minimi, possibili strumenti di pianificazione (metodologica e comunicativa), in una prospe…

Public administration sustainability and its organizational basis

2019

Benefiting from a novel data set spanning nearly half a century, this study probes the sustainability of public governance. Theoretically, it examines how sustainable public governance rests on its organizational fabric. The study illuminates how organizational factors systematically influence decision-making behaviour and thus public governance sustainability. Moreover, the study argues that since organizational structure is amendable to deliberate manipulative change, it may thus be an important design instrument of the context of choice in public governance. Accordingly, the article offers an avenue to build bridges between the academic and practitioner worlds of public administration. E…

Material flow models as a tool for ecological-economic decision making

1999

Manipulating Individual Decisions and Environmental Conditions Reveal Individual Quality in Decision-Making and Non-Lethal Costs of Predation Risk

2012

Received: July 6, 2012; Accepted: November 13, 2012; Published: December 13, 2012

Decision making in energy planning: The electre multicriteria analysis approach compared to a fuzzy-sets methodology

1998

Every planning activity generally requires to make some choices. After a preliminary analysis of the sector under examination, a forecast of trends of input-output items, the planner must define an action plan voted to arrange all the strategies and specific interventions able to fit demand and supply during the planned time. The redaction of an action plan implies a strong effort in order to synthesize either suggestions coming from the analysis phases either all the constraints linked to technical choices. In the same time, a large number of "external" variables plays a role in orienting decision making. Some of these can be handled by numerical models (economic cost-benefit analyses, mar…

Artificial Decision Maker Driven by PSO : An Approach for Testing Reference Point Based Interactive Methods

2018

Over the years, many interactive multiobjective optimization methods based on a reference point have been proposed. With a reference point, the decision maker indicates desirable objective function values to iteratively direct the solution process. However, when analyzing the performance of these methods, a critical issue is how to systematically involve decision makers. A recent approach to this problem is to replace a decision maker with an artificial one to be able to systematically evaluate and compare reference point based interactive methods in controlled experiments. In this study, a new artificial decision maker is proposed, which reuses the dynamics of particle swarm optimization f…

ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization

2018

Real-world optimization problems may involve a number of computationally expensive functions with a large number of input variables. Metamodel-based optimization methods can reduce the computational costs of evaluating expensive functions, but this does not reduce the dimension of the search domain nor mitigate the curse of dimensionality effects. The dimension of the search domain can be reduced by functional anova decomposition involving Sobol' sensitivity indices. This approach allows one to rank decision variables according to their impact on the objective function values. On the basis of the sparsity of effects principle, typically only a small number of decision variables significantl…

Shame in decision making under risk conditions: Understanding the effect of transparency.

2017

The role played by the emotion of shame in the area of decision-making in situations of risk has hardly been studied. In this article, we show how the socio-moral emotions and the anticipated feeling of shame associated with different options can determine our decisions, even overriding the cognitive choice tendency proposed by the certainty effect. To do so, we carried out an experiment with university students as participants, dividing them into four experimental conditions. Our findings suggest that people avoid making unethical decisions, both when these decisions are made public to others and when they remain in the private sphere. This result seems to indicate that the main factor in …

Withholding or withdrawing of life-sustaining therapy in older adults (≥ 80 years) admitted to the intensive care unit

2018

PURPOSE: To document and analyse the decision to withhold or withdraw life-sustaining treatment (LST) in a population of very old patients admitted to the ICU. METHODS: This prospective study included intensive care patients aged ≥ 80 years in 309 ICUs from 21 European countries with 30-day mortality follow-up. RESULTS: LST limitation was identified in 1356/5021 (27.2%) of patients: 15% had a withholding decision and 12.2% a withdrawal decision (including those with a previous withholding decision). Patients with LST limitation were older, more frail, more severely ill and less frequently electively admitted. Patients with withdrawal of LST were more frequently male and had a longer ICU len…