Concepedia

Optimized Exponential Smoothing

Optimized Exponential Smoothing is a systematic methodology within time series forecasting that belongs to the class of exponential smoothing techniques, distinguished by its use of formal optimization procedures—typically through minimizing a loss function such as mean squared error—to automatically select the optimal values of smoothing parameters and initial states.

15

Publications

1.5K

Citations

45

Authors

25

Institutions

Publications per year

2017–2026

6

Parents

Publications

15

A state space framework for automatic forecasting using exponential smoothing methods

Rob J. Hyndman, Anne B. Koehler, Ralph D. Snyder et al. · International Journal of Forecasting · 2002 · 1K citations

, , +15

Forecasting intraday time series with multiple seasonal cycles using parsimonious seasonal exponential smoothing

James W. Taylor, Ralph D. Snyder · Omega · 2011 · 83 citations

, , +11

Optimized Configuration of Exponential Smoothing and Extreme Learning Machine for Traffic Flow Forecasting

Haofan Yang, Tharam S. Dillon, Elizabeth Chang et al. · IEEE Transactions on Industrial Informatics · 2018 · 75 citations · Full text

, , +15

A Study on Exponential Smoothing Model for Load Forecasting

Peirong Ji, Di Xiong, Peng Wang et al. · 2012 · 60 citations

, , +10

Predicting housing prices in China based on modified Holt's exponential smoothing incorporating whale optimization algorithm

Lianyi Liu, Lifeng Wu · Socio-Economic Planning Sciences · 2020 · 51 citations

, , +16

1–5 of 15

Authors

45

  1. RD
    Ralph D. Snyder

    Monash University, Australia

    2 publications · 1.1K citations

    2

    h-index

  2. HL
    Hong Liang Yu

    Dalian Ocean University, China

    2 publications · 48 citations

    2

    h-index

  3. YL
    Yun-Cai Liu

    Tongji University, China

    2 publications · 48 citations

    2

    h-index

  4. SD
    Simone D. Grose

    Monash University, Australia

    1 publications · 1K citations

    1

    h-index

  5. YW
    Yong Wang

    Southwest Petroleum University, China

    1 publications · 26 citations

    1

    h-index

1–5 of 45

Institutions

25

  1. Monash University

    Melbourne, Australia

    2 h-index

    4 publications

    3.2K citations

  2. La Trobe University

    Melbourne, Australia

    1 h-index

    3 publications

    225 citations

  3. Tongji University

    Shanghai, China

    1 h-index

    2 publications

    70 citations

  4. Health Forecasting

    Santa Clarita, United States

    1 h-index

    1 publications

    19 citations

  5. University of Canberra

    Canberra, Australia

    1 h-index

    1 publications

    75 citations

  6. Hebei University of Engineering

    Handan, China

    1 h-index

    2 publications

    102 citations

  7. China Three Gorges University

    Yichang, China

    1 h-index

    4 publications

    240 citations

  8. Decision Sciences (United States)

    Fort Walton Beach, United States

    1 h-index

    1 publications

    1K citations

1–8 of 25

Venues

  1. IET Generation Transmission & Distribution

    1 publications · 11 citations

    1

    h-index

  2. 自动化学报

    1 publications · 14 citations

    1

    h-index

  3. Omega

    1 publications · 83 citations

    1

    h-index

  4. Socio-Economic Planning Sciences

    1 publications · 51 citations

    1

    h-index

  5. 1

    h-index

1–5