Concepedia

Nonconvex Optimization

Nonconvex Optimization is a subfield of mathematical optimization that focuses on minimizing or maximizing nonlinear objective functions over feasible sets that lack convexity, thereby allowing for the existence of multiple local optima that are not necessarily global optima.

4.2K

Publications

279.5K

Citations

7.6K

Authors

1.8K

Institutions

Publications per year

2017–2026

2K

Parents

Publications

4.2K

Smooth minimization of non-smooth functions

Yu. Nesterov · Mathematical Programming · 2004 · 2.6K citations

, , +15

Self-Recovering Equalization and Carrier Tracking in Two-Dimensional Data Communication Systems

D. Godard · IRE Transactions on Communications Systems · 1980 · 2.5K citations

, , +12

Computability of global solutions to factorable nonconvex programs: Part I — Convex underestimating problems

Garth P. McCormick · Mathematical Programming · 1976 · 2.3K citations

, , +10

Joint Trajectory and Communication Design for Multi-UAV Enabled Wireless Networks

Qingqing Wu, Yong Zeng, Rui Zhang · IEEE Transactions on Wireless Communications · 2018 · 2K citations

, , +16

Lipschitzian optimization without the Lipschitz constant

Donald R. Jones, C.D. Perttunen, B.E. Stuckman · Journal of Optimization Theory and Applications · 1993 · 2K citations

, , +11

1–5 of 4.2K

Authors

7.6K

  1. HD
    Hoang Duong Tuan

    University of Technology Sydney, Australia

    33 publications · 2.1K citations

    24

    h-index

  2. MH
    Mingyi Hong

    University of Minnesota, United States

    28 publications · 4K citations

    23

    h-index

  3. GS
    Gesualdo Scutari

    Sapienza University of Rome, Italy

    34 publications · 3.4K citations

    23

    h-index

  4. HV
    H. Vincent Poor

    Princeton University, United States

    30 publications · 2.5K citations

    21

    h-index

  5. XC
    Xiaojun Chen

    Hong Kong Polytechnic University, Hong Kong SAR China

    23 publications · 1.8K citations

    19

    h-index

1–5 of 7.6K

Institutions

1.8K

  1. Princeton University

    Princeton, United States

    53 h-index

    168 publications

    17K citations

  2. University of Minnesota

    Minneapolis, United States

    41 h-index

    108 publications

    14.2K citations

  3. University of California, Berkeley

    Berkeley, United States

    39 h-index

    133 publications

    12.7K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    36 h-index

    124 publications

    9.7K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    36 h-index

    132 publications

    9.4K citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    35 h-index

    99 publications

    8.2K citations

  7. Stanford University

    Stanford, United States

    35 h-index

    104 publications

    12.2K citations

  8. Tsinghua University

    Beijing, China

    35 h-index

    144 publications

    11.6K citations

1–8 of 1.8K

Venues

  1. IEEE Transactions on Signal Processing

    151 publications · 16.6K citations

    63

    h-index

  2. SIAM Journal on Optimization

    162 publications · 15.7K citations

    62

    h-index

  3. arXiv (Cornell University)

    Repository · 348 publications · 14.4K citations

    55

    h-index

  4. IEEE Internet of Things Journal

    102 publications · 8.7K citations

    51

    h-index

  5. Mathematical Programming

    91 publications · 13.9K citations

    48

    h-index

1–5