Fast solver for interior point method of SVM training by parallel gmres and HSS
Support Vector Machine (SVM). Optimization problem (mainly Quadratic Programming). Interior Point Method. Mainstream methods to solve Quadratic Programming problem. Incomplete Cholesky factorization and Kronecker factorization. Reform SVM training.
Подобные документы
Motivation from Genetic and Evolutionary Computation. Factorization of the Search Distribution. The Convex and Concave Lagrangian. FDA Factorizations and Region Graphs. Probabilistic Optimization and Linkage Learning. Learning Bayesian Networks from Data.
учебное пособие, добавлен 25.11.2013- 2. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Proposing to use complex methods to improve the efficiency of solving linear programming problems using large-scale classical approaches and technologies parallel processing CUDA. Specificity of program and algorithmic features use of the technology.
статья, добавлен 26.09.2016 Levels of programming support tools. Elements of windowing systems. Possible software architectures. Using toolkits for objects interaction. Paradigms for programming interfaces in applications. Implementation of user interface management systems (UIMS).
презентация, добавлен 28.12.2013The problem of parametric identification of mathematical models of reservoir systems for the porosity and permeability functions of ground rock. A solve the problem based on the gradient projection method with minimization of a squared quality criterion.
статья, добавлен 28.08.2016- 5. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Methods for improving the efficiency of the solution of large dimensional linear programming tasks based on application of parallel data processing technology – CUDA. The specific features and algorithmic peculiarities of implementing of the program.
статья, добавлен 26.09.2016 Classification method of graphic and text area of the image. The principles and stages of construction of the narrative function characterizing the sizes of objects in the image, can be used for training and classification using support vector machines.
статья, добавлен 23.02.2016Analysis of information modeling processes and tasks, and options for improvement using extensive programming capabilities. Characteristics of the main methods of automating and speeding up the design process using programming and their properties.
статья, добавлен 30.08.2022A problem with the automated exploit building method for the stack buffer overflow vulnerability. Application of the method to the problem of assessing the severity of errors in software and building protection for software and operating systems.
статья, добавлен 28.10.2020The analysis of the existing training methods of multilayer neural network of computing structures is carried out. Recommendations of selected methods usage by examples of multilayer approximation tasks for technology of beneficiation were given.
статья, добавлен 28.02.2016Image as the object image, the phenomenon, in varying degrees, such a depicted or the process of their creation. Development of a method for classification of text and graphic image area. Training and classification using machine reference Vectors.
статья, добавлен 23.02.2016Features of the design method of classification of text and graphic image area. Building descriptive functions that characterize the sizes of the objects in the image, which can be used for learning and classification using support vector machine.
статья, добавлен 23.02.2016The process of helicopter pilots training by simulator. Analyzed the aviation accidents due to human factor. The way of estimation of pilots training by simulators. The formalization of the educational process with the control of training information.
статья, добавлен 26.06.2016Find the ratio of root-mean-square deviations of pixel distortions and rotations in the learning process to avoid classification errors. Simulation, training and testing of a two-layer perceptron with 250 neurons in its hidden layer for training traingda.
статья, добавлен 27.09.2016The optimization problem to identify the classifier scalable objects based on two-layer perceptron. The ratio of standard deviations of pixel distortion and scale for the formation of learning sets. Minimization of the error rate of classification.
статья, добавлен 27.03.2016Type theory introduced by Russell and Whitehead to overcome a paradox found in Frege’s work. The design of lambda-calculus in functional programming languages. The isomorphism between concepts of logic and concepts in type theory and programming.
статья, добавлен 22.02.2021Assessing the acceptability of the developed IDE. C-SOLVIS is a web-based application designed to facilitate the teaching and learning of C programming in higher education institutions. An iterative prototyping process followed by program creation.
статья, добавлен 16.08.2023Сomputer facilities and microprocessor systems, data manipulation. The general principles of programming. The branched and cyclic programs organization using Assembler-86 language. X-bit Motorola microprocessors. Communication networks designing.
методичка, добавлен 11.10.2014Database and logic abduction method. Classical Logic Programming approach. Soundness and completeness DLA method. Various aspects of analysis of security protocols. Needham-Schroeder protocol. Optimized Otway-Rees protocol. Internet Key Exchange Protocol.
научная работа, добавлен 15.09.2012Programming of Intel microprocessors. Studying systems on universal microprocessors and problems of its programming. The scheme and the description of laboratory installation, variants of tasks and order of the laboratory work execution are presented.
лабораторная работа, добавлен 11.10.2014Extracting meaningful features from speech signals and classifying them into male or female categories. Implementation of gender recognition system using Python programming. Potential of using machine learning techniques for gender recognition of voice.
статья, добавлен 24.02.2024Assessing the acceptability of the developed Integrated Development Environment (ICP). C-SOLVIS as a web-based application designed to facilitate the process of teaching and learning the basics of programming in higher education institutions in Malaysia.
статья, добавлен 11.07.2023Concept of algorithm and its appointment. Algorithmic method - precisely established procedure or a set of instructions which can be applied to all cases of a problem. Mathematical properties of algorithms described by the British mathematician Turing.
реферат, добавлен 31.10.2012The weather forecast from a scientific point of view as one of the most complex problems of atmospheric physics. General characteristics of the big data forecasting system using the similarity method. Features of using big data for digitization.
дипломная работа, добавлен 13.07.2020Web Service Composition (WSC) is a process that helps to save much programming and cost effort by reusing existing components – web services. This paper presents an overview of current state-of-the-art Web Service Discovery and Selection methods.
статья, добавлен 07.12.2016Methodic of programming and ways of using of object oriented programming software Microsoft Excel Visual Basic for Applications for laboratory workshops of students in studies of computer modeling courses. Consequences for numerical simulation.
статья, добавлен 01.10.2014