Functionally graded materials (FGM) in the form of layered structure consisting of yttria stabilized zirconia (8 mol% Y2O3) and nickel were fabricated by spark plasma sintering procedure. The relative density, linear shrinkage and Vickers hardness of each layer of graded materials were measured. The microstructure and the composition of these components were studied. The results obtained show t...

searching efficiency is a key parameter of functional response which is in turn the major components in the selection of predators and parasitoids for biological control. searching efficiency of scymnus syriacus mulsant feeding on aphis craccivora koch was determined at five different experimental arenas (i.e. 195, 247, 304, 385 and 650 cm2) on broad bean (vicia fabae l.). to do this, functiona...

Conditional density estimation. The idea of conditional density estimation is to construct a density estimate f̂(y|x) for a dependent variable y, conditional on a vector of variables x. This can be seen as a generalization of regression, where instead of estimating the expected value E(y|x) alone, we instead model the full density. This is especially important for multi-modal densities, where th...

The question of how to determine which states and actions are responsible for a certain outcome is known as the credit assignment problem remains central research in reinforcement learning artificial intelligence. Eligibility traces enable efficient recent sequence experienced by agent, but not counterfactual sequences that could also have led current state. In this work, we introduce expected ...

We introduce and study the main properties of a class convex risk measures that refine Expected Shortfall by simultaneously controlling expected losses associated with different portions tail distribution. The corresponding adjusted Shortfalls quantify as minimum amount capital has to be raised injected into financial position X ensure ES p ( ) does not exceed pre-specified threshold g for ever...