MTO-Platform v0.33 Pre-release

Add Algorithms

• Multi-objective Multi-task: EMT-GS [1]
• Single-objective Multi-task: BLKT-DE [2], MFEA-DGD [3]

[1] Liang, Zhengping et.al. Evolutionary Multitasking for Multi-objective Optimization Based on Generative Strategies 2022 IEEE Transactions on Evolutionary Computation
[2] Jiang, Yi et.al. Block-Level Knowledge Transfer for Evolutionary Multitask Optimization 2023 IEEE Transactions on Cybernetics
[3] Liu, Zhaobo et.al. Multifactorial Evolutionary Algorithm Based on Diffusion Gradient Descent 2023 IEEE Transactions on Cybernetics

MTO-Platform V0.32

• Algorithm classification
• Add some algorithms
• Add some problems
• Fix some bug

MTO-Platform v0.31

Algorithms:
Add BoKT (Yi Jiang et al., A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization, IEEE Transactions on Evolutionary Computation, 2022)

Metrics:
Add AOV (Average Objective Value) for many-tasking optimization
Update MTS (Multitasking Score) for many-tasking optimization

MTO-Platform Release v0.3

MTO-Platform Release v0.3

• Multi-objective multitasking optimization
• More algorithms, problems, and metrics
• More efficient and powerful experiment module

MTO-Platform Release v0.2

MTO-Platform Release v0.2

MTO-Platform Release v0.1

MTO-Platform Release v0.1