Computational Intelligence CCS619 Introduction Quiz

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Which computational intelligence paradigm models the properties of imprecision, approximation, or vagueness?

Fuzzy logic (correct)

Evolutionary computation

Genetic algorithms

Artificial neural network

What does evolutionary computation comprise, based on mechanisms of evolution such as natural selection and biological genetics?

Fuzzy logic

Fuzzy sets

Fuzziness

Genetic programming (correct)

Which analysis paradigm is very roughly modeled after the massively parallel structure of the brain?

Computational intelligence

Evolutionary computation

Fuzziness

Artificial neural network (correct)

What is the capability of a system to adapt its behavior to meet its goals in a range of environments?

Computational intelligence Signup and view all the answers

What does computational intelligence involve that gives the system an ability to learn and/or to deal with new situations?

Fuzzy systems Signup and view all the answers

Which of the following is not a part of the lecture outline?

Adaptation Space Signup and view all the answers

What is the weightage of the midterm exam in the assessment?

10% Signup and view all the answers

According to Webster's New Collegiate Dictionary, how is intelligence defined?

All of the above Signup and view all the answers

What percentage of the assessment is allocated to presentations?

40% Signup and view all the answers

Who is the author of the textbook 'Computational Intelligence: Concepts to Implementations'?

R. Eberhart and Y. Shi Signup and view all the answers

What are the key components of computational intelligence systems?

Artificial neural networks, fuzzy systems, evolutionary computation systems, and knowledge elements Signup and view all the answers

Define fuzzy logic and its purpose.

Fuzzy logic is the logic of approximate reasoning, and it generalizes conventional two-valued, crisp logic. Signup and view all the answers

How is evolutionary computation roughly based on mechanisms of evolution?

Evolutionary computation comprises optimization and classification paradigms based on mechanisms such as natural selection and biological genetics. Signup and view all the answers

What is the main objective of computational intelligence methodology?

The main objective is to exhibit an ability to learn and/or to deal with new situations, such that the system is perceived to possess attributes of reason, such as generalization, discovery, association, and abstraction. Signup and view all the answers

What does the analysis paradigm of artificial neural networks simulate?

It simulates a highly interconnected, parallel computational structure with numerous relatively simple individual processing elements (PEs). Signup and view all the answers

What are the main assessment components and their respective weightages in the course?

Assignments: 20%, Midterm Exam: 10%, Presentation: 30%, Final Exam: 40% Signup and view all the answers

Who are the authors of the textbook 'Computational Intelligence: Concepts to Implementations'?

R. Eberhart and Y. Shi Signup and view all the answers

What is the definition of intelligence according to Webster's New Collegiate Dictionary?

The ability to learn or understand or to deal with new or trying situations; also, the skilled use of reason Signup and view all the answers

Name two paradigms covered in the lecture outline of the course.

Evolutionary Computation and Artificial Neural Networks Signup and view all the answers

What are the main topics covered under the course content of 'Computational Intelligence'?

Overview, Concepts, Paradigms, Application Areas and Techniques Signup and view all the answers