Hybrid Advanced Optimization Methods with Evolutionary Computation Techniques in Energy Forecasting

• Main Author: Wei-Chiang Hong (Ed.) (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2018
• Subjects: Computer science; hybrid models; chaotic mapping mechanism; recurrence plot theory; energy forecasting; empirical mode decomposition; evolutionary algorithms; quantum computing mechanism; general regression neural network; optimization methodologies; support vector regression/support vector machines
• Online Access: DOAB: download the publication; DOAB: description of the publication

More accurate and precise energy demand forecasts are required when energy decisions are made in a competitive environment. Particularly in the Big Data era, forecasting models are always based on a complex function combination, and energy data are always complicated. Examples include seasonality, c...