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Evolutionary Computation, Optimization, and Learning Algorithms for Data Science [PDF]
, 2020 A large number of engineering, science and computational problems have yet to be solved in a computationally efficient way. One of the emerging challenges is how evolving technologies grow towards autonomy and intelligent decision making. This leads to collection of large amounts of data from various sensing and measurement technologies, e.g., cameras,
Mohammadi, Farid Ghareh +2 more
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Constant-delay enumeration for SLP-compressed documents [PDF]
Logical Methods in Computer ScienceWe study the problem of enumerating results from a query over a compressed document. The model we use for compression are straight-line programs (SLPs), which are defined by a context-free grammar that produces a single string.
Martín Muñoz, Cristian Riveros
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Algorithms and the Mathematical Foundations of Computer Science [PDF]
, 2016 The goal of this chapter is to bring to the attention of philosophers of mathematics the concept of algorithm as it is studied incontemporary theoretical computer science, and at the same time address several foundational questions about the role this notion plays in our practices.
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Beyond Value Iteration for Parity Games: Strategy Iteration with Universal Trees [PDF]
Logical Methods in Computer ScienceParity games have witnessed several new quasi-polynomial algorithms since the breakthrough result of Calude et al. (STOC 2017). The combinatorial object underlying these approaches is a universal tree, as identified by Czerwiński et al. (SODA 2019).
Zhuan Khye Koh, Georg Loho
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Chaos-Based Optimization - A Review
Journal of Advanced Engineering and Computation, 2017 This paper discusses the utilization of the complex chaotic dynamics given by the selected time-continuous chaotic systems as well as by the discrete chaotic maps, as the chaotic pseudo-random number generators and driving maps for the chaos based ...
Roman Senkerik +2 more
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A Gentle Introduction to Computational Complexity Through an Examination of Noodle Making
Je-LKS: Journal of E-Learning and Knowledge Society, 2019 Computational complexity is regarded by many Computer Science students as extremely difficult and as a topic to be avoided. However, the concepts of an algorithm and of computational complexity as a means of characterising the resource consumption of ...
Luisa Mich, Daniel M. Berry
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Drawings of complete multipartite graphs up to triangle flips
Journal of Computational GeometryFor a drawing of a labeled graph, the rotation of a vertex or crossing is the cyclic order of its incident edges, represented by the labels of their other endpoints. The extended rotation system (ERS) of the drawing is the collection of the rotations of
Oswin Aichholzer +7 more
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Algorithmicity of Evolutionary Algorithms
Studies in Logic, Grammar and Rhetoric, 2020 In the first part of our article we will refer the penetration of scientific terms into colloquial language, focusing on the sense in which the concept of an algorithm currently functions outside its original scope.
Leciejewski Sławomir +1 more
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Quantum computing enhanced computational catalysis
Physical Review Research, 2021 The quantum computation of electronic energies can break the curse of dimensionality that plagues many-particle quantum mechanics. It is for this reason that a universal quantum computer has the potential to fundamentally change computational chemistry ...
Vera von Burg +6 more
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Algorithm Development in Computational Materials Science [PDF]
JOM, 2014 1.—Mechanics of Materials Department, Sandia National Laboratories, Livermore, CA 94550, USA. 2.—Materials Science & Technology Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA. 3.—Materials Science & Engineering Department, Missouri University of Science and Technology, Rolla, MO 65409, USA.
Jonathan A. Zimmerman +4 more
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