Concepedia

Chebyshev Scalarization

Chebyshev Scalarization is a scalarization method in multi-objective Markov decision processes that transforms a vector-valued objective into a single objective by minimizing the weighted Chebyshev distance between the expected reward vector and a reference point, thereby accommodating non-convex preference structures distinct from linear scalarizations.

5

Publications

339

Citations

15

Authors

10

Institutions

Publications per year

2017–2026

3

Parents

Publications

5

Scalarized multi-objective reinforcement learning: Novel design techniques

Kristof Van Moffaert, Mădălina M. Drugan, Ann Nowé · 2013 · 251 citations

, , +16

A Comparison of Three Uniquely Different State of the Art and Two Classical Multiobjective Optimization Algorithms as Applied to Electromagnetics

Jogender Nagar, Douglas H. Werner · IEEE Transactions on Antennas and Propagation · 2017 · 31 citations

, , +17

Energy‐aware disaster backup among cloud datacenters using multiobjective reinforcement learning in software defined network

Shanwen Yi, Xiaole Li, Hua Wang et al. · Concurrency and Computation Practice and Experience · 2021 · 24 citations

, , +15

The <scp>fairness‐accuracy</scp> Pareto front

Susan Wei, Marc Niethammer · Statistical Analysis and Data Mining The ASA Data Science Journal · 2021 · 17 citations

, , +14

Optimization over the Pareto front of nonconvex multi-objective optimal control problems

C. Yalçın Kaya, Helmut Maurer · Computational Optimization and Applications · 2023 · 17 citations · Full text

, , +15

1–5 of 5

Authors

15

  1. WC
    Wei Chen

    Capital University of Economics and Business, China

    1 publications · 16 citations

    1

    h-index

  2. JZ
    Jinhuan Zhang

    Clemson University, United States

    1 publications · 16 citations

    1

    h-index

  3. SW
    Susan Wei

    The University of Melbourne, Australia

    1 publications · 17 citations

    1

    h-index

  4. HW
    Hua Wang

    Tongji University, China

    1 publications · 24 citations

    1

    h-index

  5. KV
    Kristof Van Moffaert

    Vrije Universiteit Brussel, Belgium

    1 publications · 251 citations

    1

    h-index

1–5 of 15

Institutions

10

  1. Shandong University

    Jinan, China

    1 h-index

    3 publications

    72 citations

  2. Vrije Universiteit Brussel

    Brussels, Belgium

    1 h-index

    3 publications

    753 citations

  3. University of Illinois Chicago

    Chicago, United States

    1 h-index

    1 publications

    16 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    1 publications

    17 citations

  5. Shandong University of Science and Technology

    Qingdao, China

    1 h-index

    1 publications

    24 citations

  6. Linyi University

    Linyi, China

    1 h-index

    1 publications

    24 citations

  7. The University of Melbourne

    Melbourne, Australia

    1 h-index

    1 publications

    17 citations

  8. Clemson University

    Clemson, United States

    1 h-index

    2 publications

    32 citations

1–8 of 10

Venues

  1. Journal of Multi-Criteria Decision Analysis

    1 publications · 16 citations

    1

    h-index

  2. IEEE Transactions on Antennas and Propagation

    1 publications · 31 citations

    1

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Computational Optimization and Applications

    1 publications · 17 citations

1–5