Boyd, Stephen

Convex Optimization

Boyd, S., & Vandenberghe, L. (2004) · Cambridge University Press eBooks

Advanced Optimization Algorithms ResearchOptimization and Variational Analysis

Cited by 56,601

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Boyd, S., Parikh, N., Chu, E., Peleato, B., & Eckstein, J. (2011) · Foundations and Trends® in Machine Learning

Stochastic Gradient Optimization TechniquesDistributed Control Multi-Agent Systems

Cited by 17,075

Proximal Algorithms

Parikh, N., & Boyd, S. (2014) · Foundations and Trends® in Optimization

Optimization and Variational AnalysisStochastic Gradient Optimization Techniques

Cited by 4,102

Randomized gossip algorithms

Boyd, S., Ghosh, A., Prabhakar, B., & Shah, D. (2006) · IEEE Transactions on Information Theory

Distributed Control Multi-Agent SystemsComplex Network Analysis Techniques

Cited by 2,439

Disciplined Convex Programming

Grant, M., Boyd, S., & Ye, Y. (2006) · Nonconvex Optimization and Its Applications

Advanced Optimization Algorithms ResearchOptimization and Variational Analysis

Cited by 1,026

Variations and extension of the convex–concave procedure

Lipp, T., & Boyd, S. (2016) · Optimization and Engineering

Advanced Optimization Algorithms ResearchOptimization and Variational Analysis

Cited by 744

Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

O’Donoghue, B., Chu, E., Parikh, N., & Boyd, S. (2016) · Journal of Optimization Theory and Applications

Advanced Optimization Algorithms ResearchOptimization and Variational Analysis

Cited by 664

Dynamic Energy Management

Moehle, N., Busseti, E., Boyd, S., & Wytock, M. (2019) · Springer Optimization and Its Applications

Electric Power System OptimizationOptimal Power Flow Distribution

Cited by 20