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(I.) Execution time of a heuristic
(II.) The number of times that a heuristic improves the incumbent solution
(III.) The amount of improvement that a heuristic leads to over the time
(IV.) The number of times that a heuristic improves over the best solution found so far
Which of the above metrics could potentially be used to score heuristics in a choice function-based hyper-heuristic?