2026-10-10T17:36:45Z https://www.scidb.cn/oai

10.57760/sciencedb.14148 2026-04-07T10:07:56Z

2026-04-07 'Time Series Prediction with Transformer Neural Network Optimized by IFE and Hunger-Driven DMOA'support code doi:10.57760/sciencedb.14148 en IFSDMOA.m:Main implementation file of the IFSDMOA algorithm. It contains the core optimization process, including population initialization, iterative position updating, and best-solution tracking.calculate_ife.m:Function for computing the intuitionistic fuzzy entropy used in the adaptive convergence factor of IFSDMOA.rouletteWheelSelection.m:Utility function that performs roulette wheel selection for probabilistic individual selection during the optimization process.Get_CEC_Test_Functions.m:Benchmark function definition file. It provides the objective functions, variable bounds, and dimensional settings for the selected test problems.main.m:Main experimental script used to run IFSDMOA on the selected benchmark functions, record statistical results, and plot convergence curves. Dwarf Mongoose Optimization Algorithm(DMOA); Transformer; Hunger-driven Strategy; Time Series Prediction; Intuitionistic Fuzzy Entropy(IFE) Shixing Zheng Suyang-Ma PUBLIC https://api.github.com/licenses/bsd-3-clause dataset Science Data Bank