Concentrates on recognizing and solving convex optimization problems that arise in engineering.Topics include: Convex sets, functions, and optimization problems. Basics of convex analysis.
Boyd, Stephen
core
The Proximal Alternating Minimization Algorithm for Two-Block Separable Convex Optimization Problems with Linear Constraints. [PDF]
J Optim Theory Appl, 2019 Bitterlich S +3 more
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Trivariate Empirical Mode Decomposition via Convex Optimization for Rolling Bearing Condition Identification. [PDF]
Sensors (Basel), 2018 Lv Y, Zhang H, Yi C.
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Minimizing Energy Consumption and Peak Power of Series Elastic Actuators: A Convex Optimization Framework for Elastic Element Design. [PDF]
IEEE ASME Trans Mechatron, 2019 Bolívar Nieto EA +2 more
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An Inertial Proximal-Gradient Penalization Scheme for Constrained Convex Optimization Problems. [PDF]
Vietnam J Math, 2018 Boţ RI, Csetnek ER, Nimana N.
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Toward a More Complete, Flexible, and Safer Speed Planning for Autonomous Driving via Convex Optimization. [PDF]
Sensors (Basel), 2018 Zhang Y +6 more
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Efficient Convex Optimization for Energy-Based Acoustic Sensor Self-Localization and Source Localization in Sensor Networks. [PDF]
Sensors (Basel), 2018 Yan Y, Wang H, Shen X, Leng B, Li S.
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Multiband RF pulses with improved performance via convex optimization. [PDF]
J Magn Reson, 2016 Shang H +10 more
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