3 papers
math.OC2022
A Method of Sequential Log-Convex Programming for Engineering Design
Cody Karcher, Robert Haimes
A method of Sequential Log-Convex Programming (SLCP) is constructed that exploits the log-convex structure present in many engineering design problems. The mathematical structure o…
math.OC2021
Data Fitting with Signomial Programming Compatible Difference of Convex Functions
Cody Karcher
Signomial Programming (SP) has proven to be a powerful tool for engineering design optimization, striking a balance between the computational efficiency of Geometric Programming (G…
cs.CE2021
Logspace Sequential Quadratic Programming for Design Optimization
Cody Karcher
A novel approach to exploiting the log-convex structure present in many design problems is developed by modifying the classical Sequential Quadratic Programming (SQP) algorithm. Th…