Mathematical Foundations - chimans/PrivnetAI GitHub Wiki

🧱 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.


πŸ“¦ Phase 1 – Abstract Algebra Foundations

  1. Sets, Maps, and Binary Operations

    • How to Prove It – Daniel J. Velleman (2nd Ed., 2006)
    • Naive Set Theory – Paul Halmos (1960, Dover reprint 2017)
    • Book of Proof – Richard Hammack (3rd Ed., 2022 – Free online)
  2. Groups and Subgroups

    • Abstract Algebra – Dummit & Foote (3rd Ed., 2004)
    • A First Course in Abstract Algebra – Fraleigh (7th Ed., 2002)
    • Algebra: Chapter 0 – Paolo Aluffi (2009)
  3. Rings, Ideals, and Homomorphisms

    • Basic Abstract Algebra – Bhattacharya & Jain (2nd Ed., 1994)
    • A Book of Abstract Algebra – Charles C. Pinter (2nd Ed., 2010)
    • Introduction to Commutative Algebra – Atiyah & MacDonald (2016)
  4. Fields and Integral Domains

    • Field and Galois Theory – Patrick Morandi (1996)
    • Contemporary Abstract Algebra – Gallian (10th Ed., 2021)
    • Algebra – Michael Artin (2nd Ed., 2010)
  5. Quotient Structures and Isomorphism Theorems

    • Topics in Algebra – I. N. Herstein (2006)
    • Advanced Modern Algebra – Joseph J. Rotman (2nd Ed., 2010)
    • Elements of Modern Algebra – Linda Gilbert (8th Ed., 2013)

πŸ“¦ Phase 2 – Linear Algebra

  1. Vector Spaces and Subspaces

    • Linear Algebra Done Right – Sheldon Axler (3rd Ed., 2015)
    • Linear Algebra and Learning from Data – Gilbert Strang (2019)
    • Introduction to Linear Algebra – Serge Lang (5th Ed., 2018)
  2. Linear Maps and Matrices

    • Matrix Analysis – Horn & Johnson (2nd Ed., 2012)
    • Finite-Dimensional Vector Spaces – Paul Halmos (2017)
    • Linear Algebra – Hoffman & Kunze (2nd Ed., 2018)
  3. Eigenvalues and Eigenvectors

    • Linear Algebra: Theory, Intuition, Code – Mike X Cohen (2021)
    • Applied Linear Algebra – Olver & Shakiban (2018)
    • Numerical Linear Algebra – Trefethen & Bau (2017)
  4. Duality, Transpose, Inverse Matrix

    • Advanced Linear Algebra – Steven Roman (3rd Ed., 2010)
    • Linear Algebra and Its Applications – David C. Lay (5th Ed., 2020)
    • Linear Functional Analysis – Bryan Rynne (2017)
  5. Inner Product, Norm, Inner Product Spaces

    • Functional Analysis – Kreyszig (2017)
    • Inner Product Spaces and Applications – T. S. Blyth (2005)
    • Linear Algebra with Applications – Gareth Williams (9th Ed., 2017)

πŸ“¦ Phase 3 – Polynomial Theory

  1. Polynomials and Roots

    • Contemporary Abstract Algebra – Gallian (10th Ed., 2021)
    • Polynomials – E. R. Barbeau (2003)
    • A Course in Algebra – E. B. Vinberg (2016 edition)
  2. Algebraically Closed Fields

    • Algebra – Michael Artin (2nd Ed., 2010)
    • Topics in Algebra – I. N. Herstein (2006)
    • Basic Algebra I – Nathan Jacobson (2009)
  3. Factorization and Inequalities

    • Abstract Algebra – Dummit & Foote (3rd Ed., 2004)
    • Number Theory: A Classical Introduction – Ireland & Rosen (2005)
    • Understanding Analysis – Stephen Abbott (2nd Ed., 2015)
  4. Division Algorithms and Remainder Theorem

    • Introduction to Commutative Algebra – Atiyah & MacDonald (2016)
    • Polynomial Algebra – Lidl & Pilz (1998)
    • Field and Galois Theory – Patrick Morandi (1996)
  5. Fundamental Theorem of Algebra

    • Visual Complex Analysis – Tristan Needham (1997, reprint 2021)
    • Complex Made Simple – David C. Ullrich (2008)
    • Principles of Mathematical Analysis – Walter Rudin (3rd Ed., 1976)

πŸ“¦ Phase 4 – Introductory Galois Theory

  1. Field Extensions

    • Galois Theory – Ian Stewart (4th Ed., 2015)
    • A Course in Galois Theory – D. J. H. Garling (2009)
    • Lectures on Field Theory and Galois Theory – Steven H. Weintraub (2017)
  2. Algebraic and Separable Extensions

    • Algebra – Serge Lang (2005)
    • Field Theory – Steven Roman (2006)
    • Abstract Algebra: Theory and Applications – Judson (2023)
  3. Automorphisms and Galois Groups

    • Modern Algebra – John R. Durbin (7th Ed., 2018)
    • Field and Galois Theory – Patrick Morandi (1996)
    • Intro to Abstract Algebra – Nicholson (4th Ed., 2012)
  4. Fundamental Theorem of Galois Theory

    • Galois Theory through Exercises – Juliusz BrzeziΕ„ski (2020)
    • A Guide to Galois Theory – Helmut VΓΆlklein (2021)
    • Galois Theory for Beginners – Andre L. Yandl (Open Source)
  5. Classic Examples (e.g. β„š(√2), β„š(ΞΆβ‚™))

    • Field Theory and Its Classical Problems – Hadlock (2000)
    • Algebraic Equations – Siegel (2009)
    • Constructibility and Galois Theory – M. Aigner (2018)

πŸ“¦ Phase 5 – Foundational Algebraic Geometry

  1. Affine Space ( \mathbb{A}^n )

    • Ideals, Varieties, and Algorithms – Cox, Little, O'Shea (4th Ed., 2015)
    • Undergraduate Algebraic Geometry – Miles Reid (2013)
    • Basic Algebraic Geometry I – Shafarevich (3rd Ed., 2013)
  2. Zero Sets of Polynomials

    • Algebraic Curves – Fulton (2008)
    • Using Algebraic Geometry – Cox, Little, O'Shea (2nd Ed., 2005)
    • An Invitation to Algebraic Geometry – Smith et al. (2000)
  3. Ideals and Varieties

    • Commutative Algebra – Eisenbud (1995)
    • Intro to Algebraic Geometry – Brendan Hassett (2007)
    • Ideals and Reality – Stillman & Eisenbud (2020)
  4. K-Rational Points and Algebraic Closure

    • The Arithmetic of Elliptic Curves – Joseph Silverman (2nd Ed., 2009)
    • Elliptic Curves – Lawrence Washington (2008)
    • Rational Points on Varieties – Bjorn Poonen (2017)
  5. Simplified Nullstellensatz Theorem

    • Algebraic Geometry – Robin Hartshorne (1977)
    • Real Algebraic Geometry – Bochnak et al. (1998)
    • From Polynomials to Sums of Squares – Bruce Reznick (2022)