Coconote
AI notes
AI voice & video notes
Try for free
🔍
The Hole in Mathematics: The Limits of Knowledge and Computability
Jul 9, 2024
The Hole in Mathematics: The Limits of Knowledge and Computability
Key Concepts
Incompleteness and Unknowability
Mathematics cannot provide certainty for every statement.
True statements exist that cannot be proven.
The Twin Prime Conjecture as an example: infinitely many twin primes (unproven).
Gödel's Incompleteness Theorems
First Incompleteness Theorem
: Any consistent formal system that can do basic arithmetic has true statements that cannot be proven within the system.
Second Incompleteness Theorem
: No consistent formal system can prove its own consistency.
Gödel numbering and diagonalization technique to show undecidability.
The Game of Life
Created by John Conway
(1970).
Played on an infinite grid of cells, which can be live or dead.
Rules
:
Any dead cell with exactly three neighbors becomes alive.
Any living cell with fewer than two or more than three neighbors dies.
Patterns
: stable, oscillatory, glider (travels forever), undecidable sequences.
Ultimate fate of a pattern is undecidable; no algorithm can determine if a pattern will last forever or halt.
Historical Developments
Set Theory and Infinity
Georg Cantor
(1874): Set theory and different sizes of infinity (countable vs uncountable).
Cantor's diagonalization proof: More real numbers between 0 and 1 than natural numbers.
The Formalist vs Intuitionist Debate
Intuitionists
: Math is a creation of the human mind, skeptical of Cantor's infinities.
Formalists
: Believed in a rigorous, secure foundation for mathematics through set theory.
David Hilbert
: Proponent of formalism, proposed three big questions about mathematics—completeness, consistency, and decidability.
Russell's Paradox
Bertrand Russell
: Highlighted the problem of self-referential sets.
Paradox
: Set of all sets that do not contain themselves leads to a contradiction.
Evolution to Modern Computability
Hao Wang
: Examined Wang tiles and their undecidability (tiling the plane problem).
Alan Turing
: Developed the concept of Turing machines to address Hilbert’s questions and proved the undecidability of the halting problem.
Turing machine
: Abstract machine capable of simulating any algorithmic computation using an infinite tape and a read/write head.
Practical Implications
Undecidability in Real Systems
Quantum Mechanics
: Gap vs gapless spectrum is undecidable.
Turing Completeness
: Systems capable of universal computation but have their own undecidable problems.
Examples: airline ticketing systems, quantum systems, the game of life, and more.
Power of Turing completeness comes with the limitation of undecidable properties.
Legacy and Broader Impact
Kurt Gödel
: Everlasting effect on mathematics, computability, and logic despite personal struggles.
David Hilbert
: His ideas led to modern computational devices but his dream of a complete and decidable mathematics was proven impossible.
Alan Turing
: Fundamental groundwork for computer science, contributed significantly during WWII, great advancements in computational theory.
Conclusion
Mathematics and logic have intrinsic limits based on incompleteness and undecidability theorems.
Real-world impacts: quantum mechanics, computer science, and even recreational systems like the Game of Life are all influenced by these principles.
📄
Full transcript