Tag

Combinatorics

All articles tagged with #combinatorics

A New Recipe Unites Random Graphs, Solving a Decades-Old Sandwich Conjecture
mathematics22 days ago

A New Recipe Unites Random Graphs, Solving a Decades-Old Sandwich Conjecture

Researchers completed the long-standing 'sandwich' conjecture by showing how to generate a binomial random graph and a regular graph in tandem so that each contains the other; by constructing the two graphs edge-by-edge (and then reversing the process), they derive a meta-theorem letting properties proven for the easier binomial model automatically apply to the harder regular model, streamlining many results in network theory and opening the door to more layered graph constructions.

AI Breakthrough: DeepMind's Language Model Solves Unsolvable Math Problem
artificial-intelligence2 years ago

AI Breakthrough: DeepMind's Language Model Solves Unsolvable Math Problem

DeepMind's AI system, FunSearch, has demonstrated its ability to generate new solutions to mathematical problems in the field of combinatorics, surpassing what was previously known by mathematicians and computer scientists. FunSearch utilizes large language models to create short computer programs that can generate solutions to specific mathematical problems. The system then checks the generated solutions against known ones, providing feedback to improve future iterations. The AI system was able to improve on the lower bound for a specific problem in combinatorics, showcasing the potential for human-machine collaboration in mathematics.

Revolutionary Graph Structure Prediction Method Unveiled by Mathematicians.
mathematics3 years ago

Revolutionary Graph Structure Prediction Method Unveiled by Mathematicians.

Mathematicians have solved a problem that has resisted progress for more than 40 years, involving so-called Ramsey numbers, which measure the size that collections of vertices and edges, called graphs, can attain before they inevitably give rise to pattern and structure. The new proof not only solves a problem that has resisted progress for more than 40 years, but also presents a novel road map for how mathematicians might tackle Ramsey problems going forward. The work heralds a shift in how mathematicians think about Ramsey problems, using pseudorandom constructions instead of randomness.