Optimisation of pipeline route in the presence of obstacles based on a least cost path algorithm and laplacian smoothing
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Naval Architecture and Ocean Engineering"
DOI: 10.1016/j.ijnaoe.2017.02.001
Abstract: Subsea pipeline route design is a crucial task for the offshore oil and gas industry, and the route selected can significantly affect the success or failure of an offshore project. Thus, it is essential to… read more here.
Keywords: algorithm; pipeline; pipeline route; optimisation pipeline ... See more keywords
Laplacian Smoothing Stochastic ADMMs With Differential Privacy Guarantees
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2022.3170271
Abstract: Many machine learning tasks such as structured sparse coding and multi-task learning can be converted into an equality constrained optimization problem. The stochastic alternating direction method of multipliers (SADMM) is a popular algorithm to solve… read more here.
Keywords: smoothing stochastic; stochastic admm; privacy; equality constrained ... See more keywords