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WorksheetsIntelligent System
Total questions: 25
Worksheet time: 13mins
Bayesian Rule where the conditional probability that event A occurs given that event b has occurred.
p(A|B)
p(B|A)
p(A)
p(B)
Which is not part of Bayesian reasoning practical challenges.
Generalization Issues
Specification Issues
Sensitivity to Priors
Steep Learning Curve
According to Alan Turing, the form or appearance of a system is _____ to its intelligence.
Inversely Related
Directly Proportional
Irrelevant
Cohesive
It is an umbrella term that combines genetic algorithms, evolution strategies and genetic programming.
Generic Disposition
Generic Computation
Evolutionary Algorithms
Evolutionary Computation
Date which marked the begining of a revolution in biology due to Charles Darwin.
July 1, 1858
June 1, 1758
July 10, 1857
July 11, 1758
Based on this theory, the power to mutate is guaranteed in any living organism that reproduces itself in a continuously changing environment.
Neo - Darwinism
Modern Synthetic Theory
Darwinism
Pre-Darwinism
A class of stochastic search algorithms based on biological evolution.
Genetic Algorithms
Ant Colony Optimization
Simulated Annealing
Iterated Local Search
In Rule based ES, AND is considered a _______.
Disjunction
Conjunction
Antecedent
Consequent
This includes a set of facts used to match against the condition parts of rules stored in the knowledge base.
Knowledge Base
Inference Engine
User Interface
Database
This is produced by matching the rule IF parts to the different facts.
Inference Chains
Forward Chaining
Backward Chaining
Expert Systems
It is the knowledge about the use and control of domain knowledge in an expert system.
Metadata
Metaknowledge
Information Base
Database
It is logic that is based on the idea that all things admit of degrees.
Rule-based
Direct
Fuzzy
Frame-based
A set of mathematical principles for knowledge representation based on degrees of membership.
Probability
Fuzzy Logic
Fuzzification
Fuzzy sets
It is the commonly used deffuzification method.
Normalization
Fuzzification
Centroid
Linguistic
Year Jum Bezdek introduced FCM in generating fuzzy clusters.
1981
1971
1982
1972
Learning based on this is a local phenomenon occurring without feedback from the environment.
Hebbs Law
Forbs Law
Hoff Learning
Kohonen Maps
In this network, a neuron learns by shifting its weights from inactive connections to active ones.
Synaps Network
Competitive Network
Neural Network
Kohonen Network
A topographic organization in which nearby locations in the map represent inputs with similar properties.
SAM
ART
SOM
DOM
A model of reasoning based on the human brain
Neural Network
Machine Learning
Neurons
Synapses
A cell body
Axon
Dendrites
Soma
Neurons
It provides a means of organizing knowledge in slots to describe various attributes and characteristics of the object.
Frame
Container
Objects
Rules
Tells the inference engine how to process the attribute.
Frame
Facets
Classes
Slots
A part-whole relationship in which several subclasses representing components are associated with a superclass representing a whole.
Association
Inheritance
Generalization
Aggregation
Describes semantic relationship between different classes which are unrelated.
Association
Inheritance
Generalization
Aggregation
It’s a goal-driven approach and used the depth-first strategy for proof.
Forward Chaining
Backward Chaining
Inference Chaining
Metadata
