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Jason Swift
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Decks in this class (20)
L1 - Natural Systems and Evolution
Define what is meant by nature in...,
What are some examples of nature ...,
Give some examples of natural sys...
6
cards
L2 - Evolutionary Algorithms 1
Give a high level explanation of ...,
What are the 3 iteratable steps i...,
Should we implement a small or la...
20
cards
L3 - Search Landscapes and Hillclimbing
Give key umbrella terms of evolut...,
Give 2 non evolutionary algorithm...,
Why are hillclimbing and local se...
27
cards
L4 - EA's in more detail
Define generational algorithm type,
Define generational elitist algor...,
Define a steady state algorithm type
21
cards
L5 - Encoding / Representation
Define what is meant by encoding,
Which,
What are some types that we can e...
14
cards
L6 - Genetic Programming
Define genetic programming,
What are candidate programs,
What structure are the candidate ...
19
cards
L7 - Swarm Optimisation : Ant Colony
Define swarm intelligence,
Define what is meant by individua...,
Define what is meant by a swarm a...
9
cards
L8 - ACO
Define aco,
Define,
Define metaheuristic
23
cards
L10 - ACO and ML
What is the name of the technique...,
How can aco be utilised in machin...,
Is classification considered an o...
14
cards
L11 - Swarm Intelligence: Flocking Behaviour
Define what is meant by swam beha...,
Explain the slime mold example of...,
What are some of the types of col...
14
cards
L12 - Flocking: Particle Swarm Optimisation
1 what is particle swarm optimisa...,
2 who invented pso and when,
3 what 2 properties does each par...
19
cards
L13 - Multi-objective (Evolutionary) Algorithms
What is the goal of a multi objec...,
What optimisations might a water ...,
Give the problem definition for a...
13
cards
L14 - Multi-objective (Evolutionary) Algorithms Continued
What relation do we use to establ...,
How can we use tournament selecti...,
In selection of multiple objectiv...
13
cards
L15 - Neural Networks 1: AI, Brain, Neural Computing
What is the difference in computa...,
How many neurons does the human b...,
How do neurons communicate
15
cards
L16 - Neural Networks 2: Learning in ANNs
Define supervised learning and un...,
What are the components of a perc...,
What does the weights of each inp...
20
cards
L17 & 18 - Applying Neural Networks
When dealing with binary input wh...,
What is meant by symbolic ai,
What is meant by connectionism
21
cards
Evolutionary Algorithms 2
What are the 3 types of ea,
Define ea,
What are the 3 core principles th...
11
cards
ACO Pheromone update
Give the equation for the pheromo...,
Give the equation for pheromone u...,
What is the hyper parameter in th...
5
cards
Self Organising Map
Define som and its purpose,
What are the 2 assumptions that s...,
How many weights does each node i...
8
cards
Sequential Covering and Ant Miner
What 2 ways can ml be used to opt...,
What is rule based classification,
Explain how sequential covering w...
6
cards
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Nature Inspired Computation
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