I am new to Julia, this is some note for me to get familiar with Julia. I plan on uploading two part of the code. First part is algorithm, most of the code will be modify from book:optimization for algorithms. Second part is an application in geophysics, I use interior point method and the data from Stixrude & Lithgow-Bertelloni (2011) to calculate phase equilibria.
Refs:
Kochenderfer, Mykel J., and Tim A. Wheeler. Algorithms for optimization. Mit Press, 2019. Stixrude, Lars, and Carolina Lithgow-Bertelloni. "Thermodynamics of mantle minerals-II. Phase equilibria." Geophysical Journal International 184.3 (2011): 1180-1213.