Concepedia

Finite-horizon Approximation

Finite-Horizon Approximation is a methodological framework in discounted reward optimization that approximates infinite-horizon problems by truncating the decision horizon to a finite time span, thereby enabling computationally tractable solutions while preserving asymptotic optimality under diminishing discount factors.

192

Publications

9.5K

Citations

426

Authors

238

Institutions

Publications per year

2017–2026

47

Parents

Publications

192

Using Randomization to Break the Curse of Dimensionality

John Rust · Econometrica · 1997 · 412 citations

, , +17

Finite-Approximation-Error-Based Optimal Control Approach for Discrete-Time Nonlinear Systems

Derong Liu, Qinglai Wei · IEEE Transactions on Cybernetics · 2012 · 300 citations

, , +16

Unconstrained receding-horizon control of nonlinear systems

Ali Jadbabaie, Jing Yu, John Hauser · IEEE Transactions on Automatic Control · 2001 · 287 citations

, , +17

Dynamic Scheduling with Convex Delay Costs: The Generalized $c|mu$ Rule

Jan A. Van Mieghem · The Annals of Applied Probability · 1995 · 282 citations · Full text

, , +17

Optimal Control of Boolean Control Networks

Ettore Fornasini, Maria Elena Valcher · IEEE Transactions on Automatic Control · 2014 · 266 citations

, , +17

1–5 of 192

Authors

426

  1. RL
    Robert L. Smith

    University of Michigan, United States

    3 publications · 183 citations

    3

    h-index

  2. NH
    Nir Halman

    Hebrew University of Jerusalem, Israel

    3 publications · 138 citations

    3

    h-index

  3. MD
    Min Dai

    National University of Singapore, Singapore

    3 publications · 258 citations

    3

    h-index

  4. DS
    David Simchi‐Levi

    Massachusetts Institute of Technology, United States

    3 publications · 138 citations

    3

    h-index

  5. ZZ
    Zhengyuan Zhou

    Stanford University, United States

    3 publications · 38 citations

    3

    h-index

1–5 of 426

Institutions

238

  1. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    16 publications

    736 citations

  2. University of Michigan

    Ann Arbor, United States

    7 h-index

    10 publications

    384 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    5 publications

    264 citations

  4. Stanford University

    Stanford, United States

    5 h-index

    6 publications

    141 citations

  5. University of Padua

    Padua, Italy

    4 h-index

    6 publications

    703 citations

  6. California Institute of Technology

    Pasadena, United States

    4 h-index

    8 publications

    826 citations

  7. University of Maryland, College Park

    College Park, United States

    4 h-index

    7 publications

    470 citations

  8. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    4 h-index

    7 publications

    318 citations

1–8 of 238

Venues

  1. Operations Research

    13 publications · 698 citations

    13

    h-index

  2. IEEE Transactions on Automatic Control

    8 publications · 966 citations

    8

    h-index

  3. Mathematics of Operations Research

    7 publications · 353 citations

    7

    h-index

  4. SIAM Journal on Control and Optimization

    7 publications · 188 citations

    7

    h-index

  5. arXiv (Cornell University)

    Repository · 7 publications · 251 citations

    7

    h-index

1–5