Concepedia

L-bfgs Optimization

L-BFGS Optimization is a limited-memory quasi-Newton method for numerical optimization that approximates the Broyden–Fletcher–Goldfarb–Shanno algorithm using a reduced set of past iterations to efficiently minimize smooth functions in high-dimensional spaces.

96

Publications

15.9K

Citations

285

Authors

127

Institutions

Publications per year

2017–2026

52

Variants

Limited-memory BfgsLimited-memory Broyden–fletcher–goldfarb–shanno Algorithm

Parents

Publications

96

Algorithm 778: L-BFGS-B

Ciyou Zhu, Richard H. Byrd, Peihuang Lu et al. · ACM Transactions on Mathematical Software · 1997 · 3.4K citations · Full text

, , +13

Large Scale Distributed Deep Networks

Jay B. Dean, Greg S. Corrado, Rajat Monga et al. · 2012 · 2.9K citations

, , +17

A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search

William W. Hager, Hongchao Zhang · SIAM Journal on Optimization · 2005 · 1.1K citations

, , +17

Deep ADMM-Net for compressive sensing MRI

Yan Yang, Jian Sun, Huibin Li et al. · Neural Information Processing Systems · 2016 · 952 citations

, , +17

A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization

Hongchao Zhang, William W. Hager · SIAM Journal on Optimization · 2004 · 620 citations

, , +17

1–5 of 96

Authors

285

  1. JN
    Jorge Nocedal

    Northwestern University, United States

    5 publications · 4.2K citations

    5

    h-index

  2. IM
    I. M. Navon

    Florida State University, United States

    3 publications · 187 citations

    3

    h-index

  3. LL
    Lin Li

    University of Electronic Science and Technology of China, China

    2 publications · 47 citations

    2

    h-index

  4. YR
    Yi Ren

    Zhejiang University, China

    2 publications · 50 citations

    2

    h-index

  5. WW
    William W. Hager

    University of Florida, United States

    2 publications · 1.7K citations

    2

    h-index

1–5 of 285

Institutions

127

  1. Northwestern University

    Evanston, United States

    5 h-index

    8 publications

    11.1K citations

  2. Florida State University

    Tallahassee, United States

    3 h-index

    3 publications

    67 citations

  3. University of Manchester

    Manchester, United Kingdom

    3 h-index

    5 publications

    115 citations

  4. University of Patras

    Pátrai, Greece

    3 h-index

    4 publications

    143 citations

  5. Pennsylvania State University

    State College, United States

    2 h-index

    4 publications

    46 citations

  6. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    4 publications

    222 citations

  7. Oklahoma State University

    Stillwater, United States

    2 h-index

    2 publications

    23 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    6 publications

    209 citations

1–8 of 127

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 290 citations

    6

    h-index

  2. SIAM Journal on Optimization

    6 publications · 2.1K citations

    6

    h-index

  3. ACM Transactions on Mathematical Software

    TOMS · 3 publications · 3.9K citations

    3

    h-index

  4. Geophysics

    2 publications · 114 citations

    2

    h-index

  5. Neural Information Processing Systems

    Conference · 2 publications · 963 citations

    2

    h-index

1–5