In this chapter we study Markov decision processes (MDPs) with nite state and action spaces. This is the classical theory developed since the end of the fties. We consider nite and in nite horizon models. For the nite horizon model the utility function of the total expected reward is commonly used. For the in nite horizon the utility function is less obvious. We consider several criteria: total...

This paper investigates experimental design (DoE) for the calibration of the triaxial accelerometers embedded in a wearable micro Inertial Measurement Unit (μ-IMU). Firstly, a new linearization strategy is proposed for the accelerometer model associated with the so-called autocalibration scheme. Then, an effective Icosahedron design is developed, which can achieve both D-optimality and G-optima...

OF THE THESIS AN ALGORITHM FOR TRIANGULATING 3D POLYGONS by Ming Zou Master of Science in Computer Science Washington University in St. Louis, December 2013 Research Advisor: Professor Tao Ju In this thesis, we present an algorithm for obtaining a triangulation of multiple, non-planar 3D polygons. The output minimizes additive weights, such as the total triangle areas or the total dihedral angl...

The paper is devoted to the subdifferential study and applications of the supremum of uniformly Lipschitzian functions over arbitrary index sets with no topology. Based on advanced techniques of variational analysis, we evaluate major subdifferentials of the supremum functions in the general framework of Asplund (in particular, reflexive) spaces with no convexity or relaxation assumptions. The ...

This paper addresses a single-stage scheduling problem with outsourcing allowed where each job can be either scheduled for in-house production or outsourced to one of the outside subcontractors available. The manufacturer has an unrelated parallel machine system, and each subcontractor has its own single machine. Subcontractors are capable to process all the jobs. Unlike most of past research, ...

[Purpose] The aim of this study was to examine the intra-observer reliability for Prechtl's General Movements Assessment in Taiwanese infants. This includes the global General Movements Assessment, the Optimality List for Preterm General Movements and Writhing Movements, and the Assessment of Motor Repertoire-3 to 5 Months. [Subjects and Methods] Fifty-nine videos of 37 infants were observed an...

• This article reviews current state of the art of ROC surface analysis and illustrates its use through an application on a pancreatic cancer diagnostic marker. Receiver Operating Characteristic (ROC) surfaces have been studied in the literature essentially only during the last decade and are considered as a natural generalization of ROC curves in three-class diagnostic problems. This article p...

The Optimality Index-US (OI-US) reflects the use of evidence-based practices in obstetrics. This paper's objective is to apply the OI-US to a "typical" nurse-midwifery service data set to demonstrate its use outside of a research context. The OI-US score for the sample practice was 80%. The OI-US can be used by obstetric and gynecologic nurse clinicians to demonstrate the relationship of variou...

Supersaturated design is an important aspect of experimental design. Several properties of supersaturated designs have been obtained that enable supersaturated design to be constructed while maintaining low dependency over all pairs of columns. This paper presents generalized theorems on the optimality of supersaturated designs. Mixed-level supersaturated designs are generated using a construct...