Výsledky vyhledávání - "Convex and Non-convex Optimization"

Convex and Non-Convex Optimization Methods for Machine Learning Autor Zohrizadeh, Fariba

“…This dissertation is concerned with modeling fundamental and challenging machine learning tasks as convex/non-convex optimization problems and designing a…”
Získat plný text

Extended auxiliary problem principle to variational inequalities involving multi-valued operators Autor Kaplan, A., Tichatschke, R.

“…An extension of the auxiliary problem principle to variational inequalities with non-symmetric multi-valued operators in Hilbert spaces is studied. This…”
Získat plný text

Joint Maneuver and Beamforming Design for UAV-Enabled Integrated Sensing and Communication Autor Lyu, Zhonghao, Zhu, Guangxu, Xu, Jie

“…This paper studies the unmanned aerial vehicle (UAV)-enabled integrated sensing and communication (ISAC), in which UAVs are dispatched as aerial…”
Získat plný text

Homogenous multi-agent optimization for process systems engineering problems with a case study of computer aided molecular design Autor Gebreslassie, Berhane H., Diwekar, Urmila M.

“… (MINLP) in which solute distribution coefficient of a candidate solvent is maximized subject to structural feasibility, thermodynamic property and process constraints…”
Získat plný text

Control Theory-Inspired Acceleration of the Gradient-Descent Method: Centralized and Distributed Autor Chakrabarti, Kushal

“… Particularly in electrical engineering, convex and non-convex optimization problems are well-known in signal processing, estimation, control, and machine learning research…”
Získat plný text