List of five selected key publications
نویسنده
چکیده
A cognitive system is described that is capable of finding solutions that satisfy multiple, soft objectives. That is, objectives are characterized by imprecision or uncertainty, such as ‘high visual privacy.’ The system is unique in particular with respect to its ability to deal with softness of objectives stemming from the general complexity of design problems. This is a relevant contribution, as it uniquely emulates the human-like reasoning and exploration activities associated with handling of complex problems. The publication is relevant to my academic profile, as it manifests my capability of integrating different advanced computational methods to address generic complexity issues; in particular this refers to neural, fuzzy and evolutionary computation being synthesized. My own personal contribution is to the conceptual design of the system, i.e. the determination of the role of each component, with an associated computer algorithm, namely genetic algorithm. This way, the system mimics human-like creative activity, namely employing fuzzy information processing to estimate satisfaction of objectives, while evolutionary algorithm takes care of the exploratory aspect of the intelligent design activity. I also verified the validity of the approach by means of application.
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تاریخ انتشار 2013