This is a collection of the advanced optimization algorithms.

• linear programming (LP)
• quadratic programming (QP)
• second order conic programming (SOCP)
• semi-definite programming (SDP)
• sequential quadratic programming (SQP)
• mixed linear integer programming (MIP)
• genetic algorithms (GA)
• differential evolution optimization (DE)