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As a result, it is essential to investigate and develop mutation operators guided by preferences.
Many researches have indicated that mutation operators play an important role in EAs [28, 29]; however, they are less well understood in many-objective evolutionary optimization, and in particular, effective mutation operators guided by preferences are rather lacking in EAs that integrate preferences.
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The set-based EA that integrates preferences combined with the proposed mutation operator guided by preferred regions is called PSEA-m.
In this paper, we propose a mutation operator guided by preferred regions to improve an existing set-based evolutionary many-objective optimization algorithm that integrates preferences.
To fully utilize a user's inspection ability, a system must be en- gaging and guided by user preferences.
When managers are sufficiently guided by social preferences, incentive provision through an organizational mode based on informal implicit contracts may provide a cost-effective alternative to a more formal mode based on explicit contracts and active monitoring.
Once a sizable amount of research had become available, there was a considerable debate about whether rulers are guided by citizen preferences, expressed through interest groups and elections, or whether elites pursue their own goals and manipulate public opinion to achieve their ends.
Although an agent with a dynamic choice problem can often be described as insufficiently resolute, she is normally guided by her preferences or her evaluation of the options she faces.
Thus the diffusion of deleterious mutation among P. esculentus individuals and P. ridibundus females is not guided by female preferences, but only by the mutation rate (essentially by Muller's ratchet).
A general population-derived utility is desirable when the utility is needed to inform decisions that allocate societal resources, while a patient-derived utility may be more appropriate when making treatment decisions guided by patient preferences.
If you don't like using it, or you only want to use it intermittently, then be guided by your preferences––after all, you're the cook in charge.
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CEO of Professional Science Editing for Scientists @ prosciediting.com