Concepedia

Sequential Convex Optimization

Sequential Convex Optimization is an iterative numerical optimization technique that approximates a non-convex optimization problem by a sequence of convex subproblems, each constructed to locally approximate the original problem’s objective and constraints, thereby enabling efficient convergence to a stationary solution through successive refinement.

319

Publications

21.5K

Citations

803

Authors

324

Institutions

Publications per year

2017–2026

162

Variants

Successive Convex Optimization

Parents

Publications

319

Nonlinear Programming--Sequential Unconstrained Minimization Techniques

M. J. D. Powell · The Computer Journal · 1969 · 1.8K citations

, , +11

Motion planning with sequential convex optimization and convex collision checking

John Schulman, Yan Duan, Jonathan Ho et al. · The International Journal of Robotics Research · 2014 · 844 citations · Full text

, , +17

Supporting IoT With Rate-Splitting Multiple Access in Satellite and Aerial-Integrated Networks

Zhi Lin, Min Lin, Tomaso de Cola et al. · IEEE Internet of Things Journal · 2021 · 548 citations

, , +17

Finding Locally Optimal, Collision-Free Trajectories with Sequential Convex Optimization

John Schulman, Jonathan Ho, Alex Pui‐Wai Lee et al. · 2013 · 429 citations · Full text

, , +16

L1-L2 Optimization in Signal and Image Processing

Michael Zibulevsky, Michael Elad · IEEE Signal Processing Magazine · 2010 · 428 citations

, , +12

1–5 of 319

Authors

803

  1. MD
    Moritz Diehl

    KU Leuven, Belgium

    10 publications · 398 citations

    10

    h-index

  2. SC
    Soon‐Jo Chung

    University of Illinois Urbana-Champaign, United States

    9 publications · 740 citations

    9

    h-index

  3. AM
    A. Miele

    Rice University, United States

    8 publications · 535 citations

    8

    h-index

  4. FY
    Fred Y. Hadaegh

    Jet Propulsion Laboratory, United States

    8 publications · 723 citations

    8

    h-index

  5. HC
    Haotong Cao

    Nanjing University of Posts and Telecommunications, China

    5 publications · 180 citations

    5

    h-index

1–5 of 803

Institutions

324

  1. Stanford University

    Stanford, United States

    15 h-index

    37 publications

    3K citations

  2. Beijing Institute of Technology

    Beijing, China

    11 h-index

    32 publications

    880 citations

  3. KU Leuven

    Leuven, Belgium

    11 h-index

    34 publications

    1.5K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    10 h-index

    23 publications

    1.7K citations

  5. Jet Propulsion Laboratory

    Pasadena, United States

    9 h-index

    14 publications

    1.1K citations

  6. Nanjing University of Posts and Telecommunications

    Nanjing, China

    8 h-index

    26 publications

    2.1K citations

  7. National University of Defense Technology

    Changsha, China

    8 h-index

    22 publications

    2.3K citations

  8. Rice University

    Houston, United States

    8 h-index

    22 publications

    1.6K citations

1–8 of 324

Venues

  1. IEEE Transactions on Vehicular Technology

    13 publications · 582 citations

    12

    h-index

  2. arXiv (Cornell University)

    Repository · 8 publications · 259 citations

    8

    h-index

  3. IEEE Transactions on Communications

    8 publications · 862 citations

    8

    h-index

  4. 8

    h-index

  5. IEEE Access

    8 publications · 327 citations

    8

    h-index

1–5