Simulated Annealing Courses and Certifications

Confreaks

Simulated Annealing: The Most Metal Algorithm Ever - Lecture

1 rating

Explore simulated annealing algorithm for near-optimal solutions in constrained optimization problems, inspired by metallurgy and applicable to Ruby apps.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Ruby Central

Simulated Annealing - The Most Metal Algorithm Ever

Explore simulated annealing, a metallurgy-inspired algorithm for near-optimal solutions in constrained optimization problems, and learn to implement it using the Annealing gem in Ruby.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Reducible

The Traveling Salesman Problem - When Good Enough Beats Perfect

See why exact Traveling Salesman solutions become impractical and how heuristics, approximation, local search, and randomized methods find good tours.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Qiskit

Thermodynamic AI and the Fluctuation Frontier - Understanding Physics-Based Hardware for AI Acceleration

Delve into physics-inspired AI algorithms unified under Thermodynamic AI, exploring stochastic fluctuations as computational resources and novel hardware paradigms for accelerating probabilistic applications.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Materials Cloud

Classics in Molecular and Materials Modelling: Spin Glasses and Constraint Satisfaction Problems

Explore spin glasses and constraint satisfaction problems with renowned physicists Parisi and Mézard, featuring simulations, algorithms, and personal insights.

• YouTube
• 2 hours 21 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Unsupervised Text Generation - Techniques and Applications

Explore novel search-and-learning framework for unsupervised text generation. Learn heuristic scoring, stochastic local search, and sequence-to-sequence modeling for efficient natural language generation.

• YouTube
• 24 minutes
• Self-Paced
• Free Video