Research on Adaptive Mutations #40
Labels
adaptive
Related to R&D of Adaptive features of the algorithm
priority 2023
Priority issue for long-term yearly planning
research
Experiments, hypothesis, research development
The idea is to adapt mutations during optimizations process, so that mutation probabilities would help in faster and better convergence.
Each mutation can be considered as Action in certain State (graph or node context) with certain Reward. This perspective opens several possibilities of multi-armed bandit formulation and RL formulation of adaptive mutations.
Subissues:
Following is also useful:
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