Mathematical Foundations - chimans/PrivnetAI GitHub Wiki
π§± Foundational Study Roadmap for PrivNet.AI & Silverman
This roadmap outlines the mathematical prerequisites for studying The Arithmetic of Elliptic Curves (Silverman) and building a strong theoretical base for the PrivNet.AI project.
π¦ Phase 1 β Abstract Algebra Foundations
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Sets, Maps, and Binary Operations
- How to Prove It β Daniel J. Velleman (2nd Ed., 2006)
- Naive Set Theory β Paul Halmos (1960, Dover reprint 2017)
- Book of Proof β Richard Hammack (3rd Ed., 2022 β Free online)
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Groups and Subgroups
- Abstract Algebra β Dummit & Foote (3rd Ed., 2004)
- A First Course in Abstract Algebra β Fraleigh (7th Ed., 2002)
- Algebra: Chapter 0 β Paolo Aluffi (2009)
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Rings, Ideals, and Homomorphisms
- Basic Abstract Algebra β Bhattacharya & Jain (2nd Ed., 1994)
- A Book of Abstract Algebra β Charles C. Pinter (2nd Ed., 2010)
- Introduction to Commutative Algebra β Atiyah & MacDonald (2016)
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Fields and Integral Domains
- Field and Galois Theory β Patrick Morandi (1996)
- Contemporary Abstract Algebra β Gallian (10th Ed., 2021)
- Algebra β Michael Artin (2nd Ed., 2010)
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Quotient Structures and Isomorphism Theorems
- Topics in Algebra β I. N. Herstein (2006)
- Advanced Modern Algebra β Joseph J. Rotman (2nd Ed., 2010)
- Elements of Modern Algebra β Linda Gilbert (8th Ed., 2013)
π¦ Phase 2 β Linear Algebra
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Vector Spaces and Subspaces
- Linear Algebra Done Right β Sheldon Axler (3rd Ed., 2015)
- Linear Algebra and Learning from Data β Gilbert Strang (2019)
- Introduction to Linear Algebra β Serge Lang (5th Ed., 2018)
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Linear Maps and Matrices
- Matrix Analysis β Horn & Johnson (2nd Ed., 2012)
- Finite-Dimensional Vector Spaces β Paul Halmos (2017)
- Linear Algebra β Hoffman & Kunze (2nd Ed., 2018)
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Eigenvalues and Eigenvectors
- Linear Algebra: Theory, Intuition, Code β Mike X Cohen (2021)
- Applied Linear Algebra β Olver & Shakiban (2018)
- Numerical Linear Algebra β Trefethen & Bau (2017)
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Duality, Transpose, Inverse Matrix
- Advanced Linear Algebra β Steven Roman (3rd Ed., 2010)
- Linear Algebra and Its Applications β David C. Lay (5th Ed., 2020)
- Linear Functional Analysis β Bryan Rynne (2017)
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Inner Product, Norm, Inner Product Spaces
- Functional Analysis β Kreyszig (2017)
- Inner Product Spaces and Applications β T. S. Blyth (2005)
- Linear Algebra with Applications β Gareth Williams (9th Ed., 2017)
π¦ Phase 3 β Polynomial Theory
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Polynomials and Roots
- Contemporary Abstract Algebra β Gallian (10th Ed., 2021)
- Polynomials β E. R. Barbeau (2003)
- A Course in Algebra β E. B. Vinberg (2016 edition)
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Algebraically Closed Fields
- Algebra β Michael Artin (2nd Ed., 2010)
- Topics in Algebra β I. N. Herstein (2006)
- Basic Algebra I β Nathan Jacobson (2009)
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Factorization and Inequalities
- Abstract Algebra β Dummit & Foote (3rd Ed., 2004)
- Number Theory: A Classical Introduction β Ireland & Rosen (2005)
- Understanding Analysis β Stephen Abbott (2nd Ed., 2015)
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Division Algorithms and Remainder Theorem
- Introduction to Commutative Algebra β Atiyah & MacDonald (2016)
- Polynomial Algebra β Lidl & Pilz (1998)
- Field and Galois Theory β Patrick Morandi (1996)
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Fundamental Theorem of Algebra
- Visual Complex Analysis β Tristan Needham (1997, reprint 2021)
- Complex Made Simple β David C. Ullrich (2008)
- Principles of Mathematical Analysis β Walter Rudin (3rd Ed., 1976)
π¦ Phase 4 β Introductory Galois Theory
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Field Extensions
- Galois Theory β Ian Stewart (4th Ed., 2015)
- A Course in Galois Theory β D. J. H. Garling (2009)
- Lectures on Field Theory and Galois Theory β Steven H. Weintraub (2017)
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Algebraic and Separable Extensions
- Algebra β Serge Lang (2005)
- Field Theory β Steven Roman (2006)
- Abstract Algebra: Theory and Applications β Judson (2023)
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Automorphisms and Galois Groups
- Modern Algebra β John R. Durbin (7th Ed., 2018)
- Field and Galois Theory β Patrick Morandi (1996)
- Intro to Abstract Algebra β Nicholson (4th Ed., 2012)
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Fundamental Theorem of Galois Theory
- Galois Theory through Exercises β Juliusz BrzeziΕski (2020)
- A Guide to Galois Theory β Helmut VΓΆlklein (2021)
- Galois Theory for Beginners β Andre L. Yandl (Open Source)
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Classic Examples (e.g. β(β2), β(ΞΆβ))
- Field Theory and Its Classical Problems β Hadlock (2000)
- Algebraic Equations β Siegel (2009)
- Constructibility and Galois Theory β M. Aigner (2018)
π¦ Phase 5 β Foundational Algebraic Geometry
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Affine Space ( \mathbb{A}^n )
- Ideals, Varieties, and Algorithms β Cox, Little, O'Shea (4th Ed., 2015)
- Undergraduate Algebraic Geometry β Miles Reid (2013)
- Basic Algebraic Geometry I β Shafarevich (3rd Ed., 2013)
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Zero Sets of Polynomials
- Algebraic Curves β Fulton (2008)
- Using Algebraic Geometry β Cox, Little, O'Shea (2nd Ed., 2005)
- An Invitation to Algebraic Geometry β Smith et al. (2000)
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Ideals and Varieties
- Commutative Algebra β Eisenbud (1995)
- Intro to Algebraic Geometry β Brendan Hassett (2007)
- Ideals and Reality β Stillman & Eisenbud (2020)
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K-Rational Points and Algebraic Closure
- The Arithmetic of Elliptic Curves β Joseph Silverman (2nd Ed., 2009)
- Elliptic Curves β Lawrence Washington (2008)
- Rational Points on Varieties β Bjorn Poonen (2017)
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Simplified Nullstellensatz Theorem
- Algebraic Geometry β Robin Hartshorne (1977)
- Real Algebraic Geometry β Bochnak et al. (1998)
- From Polynomials to Sums of Squares β Bruce Reznick (2022)