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Labs for Foundations of Applied Mathematics. V. 2: Algorithm Design and Optimization
In this second book of what will be a four-volume series, the authors present, in a mathematically rigorous way, the essential foundations of both the theory and practice of algorithms, approximation, and optimization essential topics in modern applied and computational mathematics. This material is the introductory framework upon which algorithm analysis, optimization, probability, statistics, machine learning, and control theory are built. This text gives a unified treatment of several topics that do not usually appear together: the theory and analysis of algorithms for mathematicians and data science students; probability and its applications; the theory and applications of approximation, including Fourier series, wavelets, and polynomial approximation; and the theory and practice of optimization, including dynamic optimization. When used in concert with the free supplemental lab materials, Foundations of Applied Mathematics, Volume 2: Algorithms, Approximation, Optimization teaches not only the theory but also the computational practice of modern mathematical methods. Exercises and examples build upon each other in a way that continually reinforces previous ideas, allowing students to retain learned concepts while achieving a greater depth.
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psixodiagnostika va eksperimental psixologiya
Darslikda psixodiagnostika va eksperimental psixologiya fanining predmeti, rivojlanish tarixi, bilish faoliyati metodlari bayon etilgan.
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Месторождения полезных ископаемых и разведка.
Изложен порядок выполнения и дан объем лабораторных занятий по дисципление "Месторождения полезниых ископаемых и их разведка".
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Геодезия
Ушбу дарсликда геодезия ҳақида умумий маълумотлар, геодезияда қўлланиладиган координати системалари, ориентирлаш, план олиш ва ўлчаш хатолари тўғрисида тушунчалар берилган.
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Zamonaviy lingvistika
Mazkur qo'llanmada lingvomadaniyatshunoslikning fan sifatida shakllanishi, bu yo'nalish haqidagi dastlabki ilmiy g'oya va fikrlar, til-madaniyat-etnos triadasining talqini, moddiy va ma'naviy madaniyat haqidagi fikrlar, lingvomadaniyatshunoslik va etnolingvistikaning bir-biri bilan kesishgan nuqtalari, lisoniy shaxs tushunchasi va uning tuzilishi hamda til va madaniyat olam manzarasini ifodalovchi vosita ekanligi yoritilgan.
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Labs for Foundations of Applied Mathematics. V. 3: Modeling with Uncertainty and Data
This lab manual is designed to accompany the textbook Foundations of Applied Mathematics by Humpherys and Jarvis. Contents: SQL.Intro to pandas.State Machines. Web Scraping. Web Technologies. Introduction to Parallel Programming. Collective. Communication in Parallel Programs. MongoDB. Principal Component. Analysis. Latent Semantic Indexing. Kalman Filter. Projectile Tracking. HMM State Estimation. English Language. HMM Parameter Estimation. Alphabet. CDHMM Generation. Speech Recognition. Bayesian Updates. Bayesian Search. Metropolis Algorithm. Ising Model.
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Mutaxassislikka kirish
Mutaxassislikka kirish fanidan yozilgan ushbu darslikda til nazariyasiga oid materiallar berilgan. Unda mutaxassislikka kirish fani, uning maqsadi, vazifasi va ahamiyati tillarning shakllanishi va rivojlanishi, tilshunoslik va uning bo'limlari, fonetika va fonologiya, leksikologiya leksikografiya, morfologiya va sintaksis kabi mavzular tilshunoslikdagi so'ngi yutuqlar va nazariy fikrlar asosida yoritib berilgan.
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МАТЕМАТИЧЕСКОЕ ПРОГРАММИРОВАНИЕ 2-е издание
В учебнике рассматриваются теоретические основы математического программирования с позиций методологии системного анализа. Представлены методы решения задач линейного, нелинейного, динамического программирования и некоторых специальных задач линейного программирования. Рассматриваются проблемы применения известных методов и моделей теории игр в разработке рациональных управленческих решений в неопределенных условиях. В приложениях представлены задачи для самостоятельного решения. Для студентов вузов, обучающихся по направлениям подготовки «Экономика», «Менеджмент» и «Торговое дело
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МАТЕМАТИЧЕСКОЕ ПРОГРАММИРОВАНИЕ
В учебнике рассматриваются теоретические основы математического программирования с позиций методологии системного анализа. Представлены методы решения задач линейного, нелинейного, динамического программирования и некоторых специальных задач линейного программирования. Рассматриваются проблемы применения известных методов и моделей теории игр в разработке рациональных управленческих решений в неопределенных условиях. В приложениях представлены задачи для самостоятельного решения
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Lectures on Topics in Algebraic K-Theory
Algebraic K-theory has two components: the classical theory which centers around the Grothendieck group K0 of a category and uses explicit algebraic presentations, and higher algebraic K-theory which requires topological or homological machinery to define. There are three basic versions of the Grothendieck group K0. One involves the group completion construction, and is used for projective modules over rings, vector bundles over compact spaces and other symmetric monoidal categories. Another adds relations for exact sequences, and is used for abelian categories as well as exact categories; this is the version first used in algebraic geometry.
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Курс математического анализа
Во втором томе содержатся теория рядов, интегральное и дифференциальное исчисления функций многих переменных. теория дифференцируемых отображений для конечномерных пространств.
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Lectures on Torus Embeddings and Applications
In recent years, the theory of torus embeddings has been finding many applications. The point of the theory lies in its ability of translating meaningful algebra-geometric and analytic phenomena into very simple statements about the combinatorics of cones in affine space over the reals. There is already a good and concise account on it in.
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Hozirgi o'zbek tili
Darslikda o'zbek tilini substansial tadqiq qilish natijalari o'z aksini topgan. " Hozirgi o'zbek adabiy tili " o'quv dasturlarning bevosita davomi bo'lib filologiya va tillarni o'qitish uchun mo'ljallangan. Darslikda fonetika-fonologiya, talaffuz, imlo, leksikologiya leksikografiya fanlari asos qilib berilgan. "Hozirgi o'zbek adabiy tili" namunaviy tarzda yoritilgan.
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Иқтисодиёт назарияси
«Иқтисодиёт назарияси» фани бўйича дарслик юқори малакали кадрлар тайёрлашнинг замонавий талабларидан келиб чиқиб, ўқитишнинг илғор усулларидан фойдаланиш, жумладан, ҳар бир мавзу бўйича талабаларга мустақил муҳокама ва топшириқлар беришдан келиб чиққан ҳолда яратилган. Дарсликда сўнгги йиллардаги расмий статистик маълумотлар ўрин олган, ўқув фанининг мазмун-моҳиятини чуқурроқ ўрганишга хизмат қиладиган дидактик материаллар ва кўргазмали қуроллар, график ва диаграммалардан фойдаланилган. Берилган топшириқлардан амалий фойдаланиш талабаларга назарий билимларни чуқурроқ ўзлаштириш имконини беради ва талаба ёшларнинг дунёқарашини кенгайтиришга хизмат қилади.
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Amaliy fizika
Umumiy fizikadan o'rta maktab xajmida ma'lumoti bo'lgan har bir o'quvchi kitobni qiynalmay tushuna oladi
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Lie Algebras
The Campbell Baker Hausdorff formula, sl(2) and its representations, classical simple algebras, Engel-Lie-Cartan-Weyl, conjugacy of Cartan subalgebras, simple finite dimensional algebras, cyclic highest weight modules, Serre’s theorem, Clifford algebras and spin representations, Kostant Dirac operator, the center of U(g). In several proofs from the theory of finite-dimensional Lie algebras, an essential contribution comes from the Jordan canonical structure of linear maps acting on finite-dimensional vector spaces. On the other hand, there exist classical results concerning Lie algebras which advise us to use infinite-dimensional vector spaces as well. For example, the classical Lie Theorem asserts that all finite-dimensional irreducible representations of solvable Lie algebras are one-dimensional. Hence, from this point of view, the solvable Lie algebras cannot be distinguished from one another, that is, they cannot be classified.