Documentation

[xb00dx]

Finish Documentation on the package before PESGM 2019

Both code comments and separate markdown files

• [x] installation
• [ ] content
• [ ] core functions
  • [ ] prob() function
  • [x] check_violation_probability()
• [ ] scenario approach
  • [x] a toy example (point covering), illustrating
    • [x] number of scenarios, support scenarios, and optimal solution
  • [x] calculating scenario number (sample complexity based on different papers)
  • [ ] ancillary functions
    • [ ] given N, beta, calculate epsilon
    • [x] given epsilon, beta, calculate N
  • [ ] comparison of sample complexity bounds
  • [ ] numerical example: chance-constrained DCOPF
• [ ] sample average approximation
  • [ ] a toy example (point covering)
  • [ ] numerical example: chance-constrained DCOPF
• [ ] robust optimization
  • [ ] a toy example (point covering)
  • [ ] numerical example: chance-constrained DCOPF

Based on the markdown files, build the project page