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Water availability is one of the main limiting factors that control ecosystem functions and productivity in semiarid regions. Vegetation of these regions usually presents a patchy distribution where sparse plant cover is...

The purpose of this study is to introduce new design-criteria for next-generation hyperparameter optimization software. The criteria we propose include (1) define-by-run API that allows users to construct the parameter s...

Sequential and parallel evolutionary algorithms (EAs) are developed and evaluated on two hard optimisation problems arising in the field of Telecommunications: designing error correcting codes, and finding optimal placem...

Efficient methods for processing genomic data were developed to increase reliability of estimated breeding values and to estimate thousands of marker effects simultaneously. Algorithms were derived and computer programs ...

Since the classical molecular dynamics simulator LAMMPS was released as an open source code in 2004, it has become a widely-used tool for particle-based modeling of materials at length scales ranging from atomic to mesos...

Decomposition is a basic strategy in traditional multiobjective optimization. However, it has not yet been widely used in multiobjective evolutionary optimization. This paper proposes a multiobjective evolutionary algori...

HEALPix -- the Hierarchical Equal Area iso-Latitude Pixelization -- is a versatile data structure with an associated library of computational algorithms and visualization software that supports fast scientific applicatio...

This work is a real time application for a painless and bloodless analysis of the peripheral nervous system in patients with sensorial disorders due to affections in their thin myelinized fibers and their amyelinic fiber...

Standard microprocessors are generally designed to deal efficiently with different types of tasks; their general purpose architecture can lead to misuse of resources, creating a large gap between the computational effici...

Fachgebiete / Stichwörter: Cloud computing; Computer science; Utility computing; Cloudlet; Resource allocation; Workload; Service (business); Resource management (computing); The Internet; Distributed computing; Data science; Cloud computing secur...