induced trait: - add *minimum* param to support internal output from instance computation, provide eager query of (mini, fit_mini).
1.1.0
newly support: - replace *argmin* with *argsort* to support top3 minimum results, provide left and right values for narrower search intervals, consider the randomness and discontinuity of local updates. > check *instance.mini* and *instance.fit_mini* to see the best converged result instead of checking *instance.best* and *instance.best_fit* in previous versions.
1.0.1
newly support: - enhanced search bounds check, set bounds to [[-10. 10], [-2, 5]] or [(-10, 10)] * 10 that conforms to preparation of glos.
1.0.0
The memory-optimized version can search for the global minimum point of the function in a larger space.
support: - research any high-dimensional function of convex and non-convex target init from given start points and all local minima. - run several times of train_gen module in a small cycle when the global minima exists in large bounds and consider uncertainty. - record updated results to check the converged state and narrow down the search interval by observation and tune.