Optimising time series forecasts through linear programming
This study explores the usage of linear programming (LP) as a tool to optimise the parameters of time series forecasting models. LP is the most well-known tool in the field of operational research and it has been used for a wide range of optimisation problems. Nonetheless, there are very few applica...
| Main Author: | Panagiotopoulos, Apostolos |
|---|---|
| Format: | Thesis (University of Nottingham only) |
| Language: | English |
| Published: |
2012
|
| Online Access: | https://eprints.nottingham.ac.uk/12515/ |
Similar Items
Optimisation of Combined Forecasting Through Linear Programming
by: Nita, Alexandra-Irina
Published: (2012)
by: Nita, Alexandra-Irina
Published: (2012)
Forecasting Optimisation using Linear Programming
by: HUANG, DANFENG
Published: (2010)
by: HUANG, DANFENG
Published: (2010)
Optimising LSTM and BiLSTM models for time series forecasting through hyperparameter tuning
by: Nur Haizum, Abd Rahman, et al.
Published: (2025)
by: Nur Haizum, Abd Rahman, et al.
Published: (2025)
Optimized forecasting through linear programming
by: KASOTAKIS, IOANNIS
Published: (2007)
by: KASOTAKIS, IOANNIS
Published: (2007)
Combined Forecasting - Linear Programming
by: Trinh, Hoang Quan
Published: (2012)
by: Trinh, Hoang Quan
Published: (2012)
Application of Empirical Mode Decomposition with Local Linear
Quantile Regression in Financial Time Series Forecasting
by: M. Jaber, Abobaker, et al.
by: M. Jaber, Abobaker, et al.
A comparative study of forecasting container throughput through time series analysis
by: Raman, Siti Nurfaizzah, et al.
Published: (2017)
by: Raman, Siti Nurfaizzah, et al.
Published: (2017)
Foreign exchange EURUSD forecasting: a time-series forecasting through periodic U.S. economic event announcements
by: Heng, Xin Peng, et al.
Published: (2019)
by: Heng, Xin Peng, et al.
Published: (2019)
Multi-horizon ternary time series forecasting
by: Htike@Muhammad Yusof, Zaw Zaw
Published: (2013)
by: Htike@Muhammad Yusof, Zaw Zaw
Published: (2013)
Load forecasting using time series models
by: Fadhilah Abd. Razak,, et al.
Published: (2009)
by: Fadhilah Abd. Razak,, et al.
Published: (2009)
Time series forecasting for tourism industry in Malaysia
by: Noratikah, Abu, et al.
Published: (2024)
by: Noratikah, Abu, et al.
Published: (2024)
Load forecasting using time series models
by: Abd. Razak, Fadhilah, et al.
Published: (2009)
by: Abd. Razak, Fadhilah, et al.
Published: (2009)
Time series modelling and forecasting of Malaysia's export values.
by: Shitan, Mahendran, et al.
Published: (2011)
by: Shitan, Mahendran, et al.
Published: (2011)
Forecasting and evaluation of time series with multiple seasonal component
by: Zamri, Fatin Zafirah, et al.
Published: (2021)
by: Zamri, Fatin Zafirah, et al.
Published: (2021)
Modeling and forecasting of Bursa Malaysia composite index using linear time series models and Kalman filter / Hamzah Arof
by: Arof, Hamzah
Published: (2005)
by: Arof, Hamzah
Published: (2005)
ELMAN NN AND TIME SERIES IN FORECASTING MODELS
FOR DECISION MAKING
by: ANDREESKI, CVETKO J., et al.
Published: (2006)
by: ANDREESKI, CVETKO J., et al.
Published: (2006)
Activation functions performance in multilayer perceptron for time series forecasting
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
Hyperparameter tuning of deep neural network in time series forecasting
by: Xiang, Kelly Pang Li, et al.
Published: (2024)
by: Xiang, Kelly Pang Li, et al.
Published: (2024)
Time series modelling and forecasting of Sarawak black pepper price
by: Liew, Venus Khim-Sen, et al.
Published: (2006)
by: Liew, Venus Khim-Sen, et al.
Published: (2006)
Hyperparameter tuning of deep neural network in time series forecasting
by: Abdul Halim, Syafrina, et al.
Published: (2024)
by: Abdul Halim, Syafrina, et al.
Published: (2024)
Research review on time series forecasting of gold price movement
by: Goh, Wesley Yi Yong, et al.
Published: (2018)
by: Goh, Wesley Yi Yong, et al.
Published: (2018)
Error magnitude and directional accuracy for time series forecasting evaluation
by: Nor, Maria Elena
Published: (2014)
by: Nor, Maria Elena
Published: (2014)
Forecasting modelling of cockles in Malaysia by using time series analysis
by: Ngali, Zamani, et al.
Published: (2018)
by: Ngali, Zamani, et al.
Published: (2018)
Time series modeling and forecasting of the consumer price index Bandar Lampung
by: Kharimah, Faiga, et al.
Published: (2015)
by: Kharimah, Faiga, et al.
Published: (2015)
Time Series Forecasting of Energy Commodity using Grey Wolf Optimizer
by: Zuriani, Mustaffa, et al.
Published: (2015)
by: Zuriani, Mustaffa, et al.
Published: (2015)
Time series forecasting of the number of Malaysia Airlines and AirAsia passengers
by: Asrah, N. M., et al.
Published: (2018)
by: Asrah, N. M., et al.
Published: (2018)
Forecasting electricity consumption using the second-order fuzzy time series
by: Tay, K. G., et al.
Published: (2020)
by: Tay, K. G., et al.
Published: (2020)
River water level time-series forecasting by using smoothing technique
by: Hamidon, Ahmad Mursyid, et al.
Published: (2022)
by: Hamidon, Ahmad Mursyid, et al.
Published: (2022)
The forecast of some Malayan Economic time series / Hapisah Imam Lipat
by: Hapisah, Imam Lipat
Published: (1970)
by: Hapisah, Imam Lipat
Published: (1970)
L1 Linear Interpolator of Missing Values in Time Series
by: Lu, Zudi, et al.
Published: (2003)
by: Lu, Zudi, et al.
Published: (2003)
A Hybrid Artificial Neural Network Model
for Forecasting Short Time Series
by: Mohan, Anil
Published: (2012)
by: Mohan, Anil
Published: (2012)
State of the Art Machine Learning Techniques for Time Series Forecasting: A Survey
by: Nyein Naing, Wai Yan, et al.
Published: (2015)
by: Nyein Naing, Wai Yan, et al.
Published: (2015)
Modified Box-Jenkins and GARCH for forecasting highly volatile time series data
by: Siti Roslindar, Yaziz
Published: (2019)
by: Siti Roslindar, Yaziz
Published: (2019)
Time series forecasting based on wavelet decomposition and correlation feature subset selection
by: Ahmed, Ehab Ali, et al.
Published: (2018)
by: Ahmed, Ehab Ali, et al.
Published: (2018)
Forecasting Multivariate Time Series Meteorological Data for Solar Thermal Cogeneration Systems
by: Tan, Lit Ken, et al.
Published: (2017)
by: Tan, Lit Ken, et al.
Published: (2017)
On the forecastability of Asean-5 stock markets returns using time series models
by: Venus, Khim-Sen Liew, et al.
Published: (2003)
by: Venus, Khim-Sen Liew, et al.
Published: (2003)
Recurrent error-based ridge polynomial neural networks for time series forecasting
by: Hassan Saeed, Waddah Waheeb
Published: (2019)
by: Hassan Saeed, Waddah Waheeb
Published: (2019)
Time series modeling and designing of artifical neural network (ANN) for revenue forecasting
by: Mohd. Yusof, Norfadzlia
Published: (2005)
by: Mohd. Yusof, Norfadzlia
Published: (2005)
Arima model time-series forecasting for structural monitoring using RTK-GPS
by: Anshah, Siti Aminah, et al.
Published: (2008)
by: Anshah, Siti Aminah, et al.
Published: (2008)
Time series forecasting with interval type-2 intuitionistic fuzzy logic systems
by: Eyoh, Imo, et al.
Published: (2017)
by: Eyoh, Imo, et al.
Published: (2017)
Similar Items
-
Optimisation of Combined Forecasting Through Linear Programming
by: Nita, Alexandra-Irina
Published: (2012) -
Forecasting Optimisation using Linear Programming
by: HUANG, DANFENG
Published: (2010) -
Optimising LSTM and BiLSTM models for time series forecasting through hyperparameter tuning
by: Nur Haizum, Abd Rahman, et al.
Published: (2025) -
Optimized forecasting through linear programming
by: KASOTAKIS, IOANNIS
Published: (2007) -
Combined Forecasting - Linear Programming
by: Trinh, Hoang Quan
Published: (2012)