Adaptive algorithm

An adaptive algorithm is an algorithm which changes its behavior based on the resources available. For example, stable partition, using no additional memory is O(n lg n) but given O(n) memory, it can be O(n) in time. As implemented by the C++ Standard Library, stable_partition is adaptive and so it acquires as much memory as it can get (up to what it would need at most) and applies the algorithm using that available memory. Mean while, neural network also can be used to simulate adaptive algorithm. You can refer to here for a simulation tutorial demo implemented in C#.