Mathematical Foundations
0.1.0
Pre-requisite
Linear Algebra
Calculus
Analysis
Sets and Functions
The Real and Complex Number Systems
Basic Topology
Numerical Sequences and Series
Continuity
Topological Spaces
Functional Analysis
Probability
Statistics
Optimisation
North Star
Mathematics
Mathematical Foundations
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Analysis
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Analysis
ΒΆ
Sets and Functions
Finite, Countable, and Uncountable Sets
Preliminary Definitions Related to Functions and Cardinality
Finite, Countable, Uncountable Sets and Sequences
Properties involving Finite, Countable, and Uncountable Sets
The Real and Complex Number Systems
Groups
Fields
Ordered Sets
Ordered Field
The Real Field
Extended Real Number System
The Complex Field
Euclidean Space
Basic Topology
Metric Spaces
Useful definitions for Euclidean Space
Useful definitions for General Metric Space
Properties involving Metric Spaces
Compact Sets
Useful Definitions
Properties Related to General Metric Space
Properties Related to Euclidean Space
Perfect Sets
Connected Sets
Numerical Sequences and Series
Convergent Sequences
Sequences in general metric space
Sequences in
\(\mathbb{C}\)
Sequences in
\(\mathbb{R}^k\)
Subsequences
Cauchy Sequences
Upper and Lower Limits
Some Special Sequences
Series
Series of Nonnegative Terms
The Number
\(e\)
The Root and Ratio Tests
Power Series
Summation By Parts
Absolute Convergence
Addition and Multiplication of Series
Rearrangements
Continuity
Limit of a Function
Limits of Real and Complex Valued Functions
Limits of Euclidean Vector Valued Functions
Continuity
Continuity of Function Composition
Continuity of Functions on Open/Closed Sets
Continuity of Real and Complex Valued Functions
Continuity of Euclidean Vector Valued Functions
Continuity and Compactness
Generic Functions on Compact Domain
Euclidean Vector Valued Functions on Compact Domain
Real Valued Functions on Compact Domain
Uniform Continuity and Compactness
Lipschitz Continuity
Continuity and Connectedness
Discontinuities
Monotonic Functions
Infinite Limits and Limits at Infinity