Making decisions under uncertainty: The Prudent Judgement Approach

Making Decisions Under Uncertainty for Large Data Domains

of the Dissertation Making Decisions Under Uncertainty for Large Data Domains

Decision Making under Uncertainty: A Quasimetric Approach

We propose a new approach for solving a class of discrete decision making problems under uncertainty with positive cost. This issue concerns multiple and diverse fields such as engineering, economics, artificial intelligence, cognitive science and many others. Basically, an agent has to choose a single or series of actions from a set of options, without knowing for sure their consequences. Sche...

Trade Promotion Decisions Under Demand Uncertainty: A Market Experiment Approach

In this paper, we examine trade promotion decisions in manufacturer-retailer channels where retailers face consumer demand uncertainty. We first present the theoretical analysis for two types of markets where trade promotion discounts are offered either as off-invoices or as scan-backs. We derive testable hypotheses by comparing wholesale and retail prices, retailer order quantities, and profit...

Measurement Uncertainty in Decision-Making: How to Take Reliable Decisions Under Uncertainty

In this paper, the authors examine a common issue concerning the influence of measurement uncertainty on decisions. In fact, in some practical applications, it can be necessary to put in comparison measurement data with thresholds and limits. It occurs when the conformity with fixed specifications has to be verified or if warning and alert levels have to be not exceeded. In such a circumstance,...

Decision making under uncertainty