كلية الحاسبات والذكاء الإصطناعى

نتائج مقرر 1-Advanced Soft Computing_CS_PhD_CourseSpecs

3- Intended Learning Outcome :

a- Knowledge and Understanding :

A1)Theories, basics and recent knowledge related to genetic algorithms, including basic GA, different representations and genetic operators from practical and theoretical perspectives.

A2)Know and understand different concepts related to Fuzzy Logic, including Theoretical Foundations of Fuzzy Logic and its applications.

A3)Theories, basics and recent knowledge in the field of High performance Computing.

A4)Basics and essentials of proficiency in vocational practice in the field of Neural Networks, including different architectures, training schemes and applications..

A5)Knowledge related to the effects of his vocational practice on the environment, and ways for developing and keeping the environment.

 b-Intellectual Skills :

B1)Analyze the information related to advanced approaches like fuzzy inference systems and extract data from it.

B2)Evaluate the information related to advanced approaches like fuzzy inference systems and measure its effectiveness.

B3)Analyze and solve optimization problems using genetic algorithms, utilizing appropriate representations and fitness functions for real life applications and using or designing evolutionary operators during the problem solving process and extract data from them.

B4)Evaluate the optimization problems using genetic algorithms, utilizing appropriate representations and fitness functions for real life applications and using or designing evolutionary operators during the problem solving process and measure their effectiveness.

B5)Solve specialized problems based on available data.

B6)Plan to develop practicing in the field of soft computing.

B7)Creativity and innovation to emphasis on applications, including modeling, prediction, design, control, databases, and data mining.

c-Professional Skills :

C1)Perfect recent and essential vocational skills in soft computing techniques and their roles in building intelligent machines.

C2)Perfect recent and essential vocational skills in applying soft computing methodology for a particular problem

C3)Write and evaluate vocational reports related to advanced soft computing approaches.

C4)Evaluate and develop ways and existing tools in the field of soft computing

C5)Evaluate and develop ways and existing tools in the field of High Performance Computing.

d-General Skills :

D1)Active communication with its different sorts.

D2)Teaching the others and evaluating their performance.

D3)Doing self-estimation and continuous learning.

D4)Using different sources for getting knowledge information.

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