Parameter space exploration

• Local optimization
• LM, simplex, … (many)
• Monte carlo optimization
• Global optimization
• Genetic algorithms (DE)
• Local sampling: MCMC
• Tempering
• Limitations
• Global sampling
• Nested sampling