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Math Foundation

整理数学逻辑与公理、代数结构、几何拓扑、动力与分析、随机统计、离散计算六大维度的核心概念,并列出朗兰兹纲领、Black-Scholes 公式及庞加莱猜想等里程碑,面向复杂数学问题求解、金融工程与算法设计的知识参考。

smseow001
smseow001
热度 45.41
最近更新 2026-05-11 17:43:38
分类:知识依赖:纯提示词应用场景:概念解释 / 教学辅导 / 研究 / 财务

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Metadata
name
math-foundation
version
1.0.0
description
Contemporary mathematics core knowledge system - 6 dimensions + Grand Unified Programs + milestone achievements. For complex math problem solving, financial engineering, algorithm design.

Math Foundation Knowledge Base

1. Logic & Axiomatic Foundations

  • Mathematical Logic, Set Theory, Axiomatic Systems
  • Godel Incompleteness Theorems, Formal Proofs

2. Algebraic Structures

  • Groups, Rings, Fields, Modules, Category Theory
  • Homological Algebra, Langlands Program

3. Geometry & Topology

  • Topology: continuity, homotopy, homology, manifolds
  • Differential Geometry, Riemann Geometry
  • Poincare Conjecture (solved by Perelman 2003)

4. Dynamics & Analysis

  • Real/Complex Analysis, Functional Analysis
  • Differential Equations, Dynamical Systems, Calculus of Variations

5. Random & Statistics

  • Probability Theory, Stochastic Processes, Martingales
  • Stochastic Differential Equations (SDE)
  • Law of Large Numbers, Central Limit Theorem

6. Discrete & Computation

  • Combinatorics, Graph Theory, Number Theory
  • Algorithm Complexity: P/NP/NP-Complete
  • Cryptography: RSA, Elliptic Curve

Grand Unified Programs: Langlands Program

Connects: Number Theory, Algebraic Geometry, Representation Theory, Analysis

Financial Mathematics Core

  • Black-Scholes: dS = mu dt + sigma dW
  • Ito's Lemma, Girsanov Theorem
  • Feynman-Kac Formula

Milestone Achievements

  • Poincare Conjecture (2003)
  • Fermat's Last Theorem (1994)
  • Green-Tao Theorem (2004)

For advanced AI problem solving