วันจันทร์ที่ 10 พฤศจิกายน พ.ศ. 2557

Computer Intelligence by Pro.Chu

Artificial Bee colony (ABC)

  • Employed bees phase - search for dimension 
  • Onlooker bees phase - search the area where the place that employee point to,exploitation, search the area
  • Scout bees phase - random search , exploration for more diversity prevents local minimum

วันอังคารที่ 4 พฤศจิกายน พ.ศ. 2557

Computer Intelligence by Pro.Chu

So today I have take my computer intelligence class again haha
now I am studying about an Artificial Neuron Network (ANN)
so an ann is a layered network of artificial neurons the common properties are:

  • directed graph (with or without cycles)
  • nodes are(primitive) computing devices(call neurons)
  • edges carry (weighted) information  - called weights
Inside of a neural network
  • the interconnection pattern of the neurons or the ANN architecture
  • The learning process for updating weights of the interconnection
  • The activation function of each neuron that converts a neuron's inputs into its outputs
Supervise learning
  • Supply the network with inputs and the desired output the weight are modified
Unsupervised
  • Only supply inputs
  • The neural network adjusts its own weights so that similar inputs cause similar outputs
  • The system is supposed to discovery statistically salient features of the input population