Chaotic phenomenon has a good ability to search for an optimal solution of a problem with many local minima. The current work uses the chaos theory with focus on electrical circuits. Chua's circuit is a good example to demonstrate the type of non- linearity in the electrical circuit which causes chaos.The opamp based hysteresis neuron model is implemented and its stability is explained. Stability criterion of the network can be used as a cost function and when the network reaches its stable point, this corresponds to a solution. This is explained in regards to N-queens problem.The circuit...
Chaotic phenomenon has a good ability to search for an optimal solution of a problem with many local minima. The current work uses the chaos theory wi...