Heterogeneous temporal probabilistic agents

Temporal Probabilistic Concepts from Heterogeneous Data Sequences

We consider the problem of characterisation of sequences of heterogeneous symbolic data that arise from a common underlying temporal pattern. The data, which are subject to imprecision and uncertainty, are heterogeneous with respect to classification schemes, where the class values differ between sequences. However, because the sequences relate to the same underlying concept, the mappings betwe...

Equilibria in Financial Markets with Heterogeneous Agents: A Probabilistic Perspective∗

We analyse financial market models in which agents form their demand for an asset on the basis of their forecasts of future prices and where their forecasting rules may change over time, as a result of the influence of other traders. Agents will switch from one rule to another stochastically, and the price and profits process will reflect these switches. Among the possible rules are “chartist” ...

The Reliable Hierarchical Location-allocation Model under Heterogeneous Probabilistic Disruptions

This paper presents a novel reliable hierarchical location-allocation model where facilities are subject to the risk of disruptions. Based on the relationship between various levels of system, a multi-level multi-flow hierarchy is considered. The heterogeneous probabilistic disruptions are investigated in which the constructed facilities have different site-dependent and independent failure rat...

Probabilistic Temporal

Complex real-world systems consist of collections of interacting pro-cesses/events. These processes change over time in response to both internal and external stimuli as well as to the passage of time itself. Many domains such as real-time systems diagnosis, story understanding, and nancial forecasting require the capability to model complex systems under a uniied framework to deal with both ti...

Heterogeneous Agents Situated in Heterogeneous Spaces