Suggestions(1)
Exact(2)
To prevent from generating infeasible solutions, using the repair mechanism is mandatory.
From the comparisons presented in Tables 1 and 2, it can be seen that the probability of generating infeasible solutions by the new approach is reduced when compared to SOCP WANG.
Similar(58)
Successful pull moves never generate infeasible conformations.
A problem specific repair operator is incorporated to repair the infeasible solutions generated in every iteration.
However, if we select a cut point randomly and interchange corresponding parts of chromosomes, infeasible solutions like those in Fig. 2 may be generated.
In particular: (1) a feasibility criterion to bias the search toward feasible regions is included besides the objective value criterion; (2) generation of multiple offspring is allowed to increase the probability of an individual to generate a better solution; (3) a diversity mechanism is adopted, which allows infeasible solutions with a promising objective value precede the feasible solutions.
Therefore, with partial kinetic parameter knowledge, dynamic models can be used to generate constraints that reduce the solution space below that identified by constraint-based models, eliminating infeasible solutions and increasing the accuracy of simulation and optimization methods.
The former is to provide an alternative feasible solution set for dealing with constraints and infeasible solutions created during the execution of the algorithm, while helping for rapidly finding Pareto-optimal solutions; the latter generates multiple excellent feasible solutions so that the desired solutions will be gradually obtained.
This eliminates infeasible solutions under certain conditions.
The proposed QPSO explores feasible and infeasible solutions.
It also used the fitness evaluation to discourage infeasible solutions.
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