Concepedia

Convex Dynamic Optimization

Convex Dynamic Optimization is a dynamic optimization framework characterized by the property that the objective function and feasible set are convex at each stage, ensuring that local optima are global optima and enabling efficient solution via principled iterative algorithms.

67

Publications

2.7K

Citations

153

Authors

104

Institutions

Publications per year

2017–2026

24

Parents

Publications

67

Simultaneous dynamic optimization strategies: Recent advances and challenges

Shivakumar Kameswaran, Lorenz T. Biegler · Computers & Chemical Engineering · 2006 · 233 citations

, , +14

Decentralized Dynamic Optimization Through the Alternating Direction Method of Multipliers

Qing Ling, Alejandro Ribeiro · IEEE Transactions on Signal Processing · 2014 · 154 citations

, , +16

Dynamic convex risk measures

Marco Frittelli, Emanuela Rosazza Gianin · BOA (University of Milano-Bicocca) · 2004 · 138 citations

, , +11

Global Methods for Dynamic Optimization and Mixed-Integer Dynamic Optimization

Benoît Chachuat, Adam B. Singer, Paul I. Barton · Industrial & Engineering Chemistry Research · 2006 · 113 citations · Full text

, , +16

Representation of the penalty term of dynamic concave utilities

Finance and Stochastics · 2009 · 111 citations · Full text

, , +10

1–5 of 67

Authors

153

  1. AR
    Alejandro Ribeiro

    University of Pennsylvania, United States

    4 publications · 226 citations

    4

    h-index

  2. QL
    Qing Ling

    University of Science and Technology of China, China

    3 publications · 199 citations

    3

    h-index

  3. XC
    Xuanyu Cao

    University of Illinois Urbana-Champaign, United States

    2 publications · 140 citations

    2

    h-index

  4. SH
    Sahar Harati

    Emory University, United States

    2 publications · 35 citations

    2

    h-index

  5. ZC
    Zaki Chbani

    Cadi Ayyad University, Morocco

    2 publications · 30 citations

    2

    h-index

1–5 of 153

Institutions

104

  1. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    9 publications

    349 citations

  2. University of Science and Technology of China

    Hefei, China

    3 h-index

    3 publications

    199 citations

  3. University of Vienna

    Vienna, Austria

    3 h-index

    3 publications

    86 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    7 publications

    119 citations

  5. University of Southern California

    Los Angeles, United States

    2 h-index

    2 publications

    129 citations

  6. TU Wien

    Vienna, Austria

    2 h-index

    2 publications

    39 citations

  7. Kyoto University

    Kyoto, Japan

    2 h-index

    6 publications

    183 citations

  8. Xidian University

    Xi'an, China

    2 h-index

    4 publications

    277 citations

1–8 of 104

Venues

  1. European Journal of Operational Research

    6 publications · 201 citations

    6

    h-index

  2. Computers & Chemical Engineering

    4 publications · 328 citations

    4

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 60 citations

    4

    h-index

  4. IEEE Transactions on Automatic Control

    3 publications · 224 citations

    3

    h-index

  5. 2

    h-index

1–5