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AI and Adaptive Systems

This class was created by Brainscape user Jeremy Robertson. Visit their profile to learn more about the creator.

By: Jeremy Robertson
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Decks in this class (16)

Lecture 1 & 2 - What is AI and Adaptive Systems
What is ai 1,
What is the four quadrant of ai 2,
What are adaptive systems 3
11  cards
Lecture 3 - Optimisation and Hypothesis Space
Map example of optimisation 1,
Define hypothesis space 2,
What are the key characteristics ...
35  cards
Lecture 4 - Smart Manufacturing and JSSP
What is smart manufacturing 1,
What are the technologies in smar...,
What are the smart technology goa...
20  cards
Lecture 5 - JSSP Continued
How do you determine if a solutio...,
What are the constraints for feas...,
Constrant all sub jobs must be co...
21  cards
Lecture 8 - Gradient Methods
What type of space affect optimis...,
Why is it important to know the a...,
What do derivatives tell us 3
44  cards
Lecture 9 - Direct Methods Part 1
Define direct methods 1,
What are the characteristics of d...,
What is the worst case for direct...
29  cards
Lecture 10 - Direct Methods Part 2
What is hooke jeeves method 1,
Describe how the hooke jeeves met...,
How does hooke jeeves compare to ...
26  cards
Lecture 11 - Stochastic Optimisation Part 1
What is stochastic optimisation 1,
Why do we use stochastic optimisa...,
What are the advantages disadvant...
26  cards
Lecture 12 - Stochastic Optimisation Part 2
What is hill climbing 1,
What are the avantages disadvanta...,
Basic hill climbing algorithm 3
37  cards
Lecture 13 - Single Global Part 1
What is hill climbing with restar...,
Algorithm 10 hill climbing with r...,
What are the advantages disadvant...
15  cards
Lecture 14 - Single Global Part 2
What is simulated annealing 1,
What is the acceptance probabilit...,
What are the advantages disadvant...
37  cards
When to use each Algorithm?
Gradient ascent descent 1,
Newton raphson 2,
Ccs ccs accelleration 3
13  cards
Lecture 15 - Population Based Algorithms
What are population based methods 1,
What challanges make it hard to h...,
What is the key question 3
45  cards
Lecture 16 - Genetic Algorithms
What are genetic algorithms 1,
What are the key differences from...,
What are the similarities to es 3
36  cards
Lecture 17 - Emergent Behaviour and Hybrid Algorithms
What is emergent behaviour in opt...,
Real wolrd example of emergent be...,
Why is emergent behaviour in opti...
19  cards
Lecture 18 - Perceptrons
Study from slides 1
1  cards

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AI and Adaptive Systems

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