Concepedia

Stochastic Control

Stochastic Control is a subfield of dynamic decision-making under uncertainty that belongs to the broader class of optimal control theory, distinguished by its focus on systems governed by stochastic processes in which control actions are optimized over time to achieve desired outcomes under probabilistic transitions.

18.2K

Publications

1M

Citations

20.8K

Authors

3.8K

Institutions

Publications per year

2017–2026

5.3K

Parents

Children

Publications

18.2K

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

, , +16

Markov Decision Processes: Discrete Stochastic Dynamic Programming.

Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.5K citations

, , +14

New Results in Linear Filtering and Prediction Theory

R. E. Kalman, R. S. Bucy · Journal of Basic Engineering · 1961 · 6.3K citations

, , +16

The Mathematical Theory of Optimal Processes.

E. K. Blum, Pontryagin, Boltyanskii et al. · American Mathematical Monthly · 1963 · 4.3K citations

, , +13

The Mathematical Theory of Optimal Processes

Richard Bellman, L. S. Pontryagin, V. G. Boltyanskiĭ et al. · Econometrica · 1965 · 4.3K citations

, , +13

1–5 of 18.2K

Authors

20.8K

  1. ZW
    Zidong Wang

    Brunel University of London, United Kingdom

    217 publications · 22.1K citations

    89

    h-index

  2. PS
    Peng Shi

    The University of Adelaide, Australia

    224 publications · 23.1K citations

    85

    h-index

  3. JC
    Jinde Cao

    Southeast University, China

    132 publications · 9.6K citations

    55

    h-index

  4. ZW
    Zheng‐Guang Wu

    Zhejiang University, China

    81 publications · 7.8K citations

    54

    h-index

  5. JH
    Ju H. Park

    Yeungnam University, South Korea

    125 publications · 8.1K citations

    52

    h-index

1–5 of 20.8K

Institutions

3.8K

  1. Harbin Institute of Technology

    Harbin, China

    101 h-index

    950 publications

    68.9K citations

  2. Brunel University of London

    London, United Kingdom

    76 h-index

    245 publications

    22K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    76 h-index

    441 publications

    41.6K citations

  4. Southeast University

    Nanjing, China

    76 h-index

    544 publications

    29.4K citations

  5. The University of Adelaide

    Adelaide, Australia

    72 h-index

    197 publications

    18.6K citations

  6. Qufu Normal University

    Qufu, China

    67 h-index

    351 publications

    22K citations

  7. Victoria University

    Melbourne, Australia

    66 h-index

    128 publications

    16.9K citations

  8. Stanford University

    Stanford, United States

    66 h-index

    275 publications

    25.6K citations

1–8 of 3.8K

Venues

  1. IEEE Transactions on Automatic Control

    1.2K publications · 112.6K citations

    167

    h-index

  2. Automatica

    671 publications · 63K citations

    133

    h-index

  3. SIAM Journal on Control and Optimization

    655 publications · 45.3K citations

    103

    h-index

  4. IEEE Transactions on Cybernetics

    208 publications · 17.7K citations

    80

    h-index

  5. IEEE Transactions on Fuzzy Systems

    TFS · 156 publications · 14.9K citations

    74

    h-index

1–5