Furthermore, we propose two enhancement techniques for existing MOEAs, namely the feedback-directed mechanism to fast find the correct solutions (e.g., solutions that satisfy the feature model constraints) and the preprocessing method to reduce the search space.
In this case, the algorithm finds several correct solutions for the problem.
In the Additional file 1, we give an explicit example from one of the datasets used ("Smut Fungi & Caryophillaceus plants" [ 27] with cost vector 〈0,1,1,1〉) where indeed EUCALYPT finds more (correct) solutions, some of which are acyclic, that are time-feasible.
A structure elucidation software can be used to find such alternative constitutional assignments and help in the discussion in order to find the correct solution.
In this case, the standard RANSAC algorithm often fails to find the correct solution.
The main objective of this work is to compare selected methods for these two approaches, in terms of reliability to find the correct solution, computational time, and number of K-value evaluations.
In sum, the number of subjects who were able to find the correct solution to the knapsack task was higher in the markets system, which has the advantages that no scope of intellectual property rights has to be defined beforehand and that it entails no monopoly rights.
In addition, by usually focusing on a single gene, the learning investment lies on the straightforward use of the bioinformatics resources to find a "correct solution", which might be distant from real clinical scenarios in medical practice.
However, such cleansing is uneasy since it is often impossible to find the correct solution right away.
