Flashcards
GA & Annealing
Cards in this deck (5)
- 1What is a cost function?In case of car design, the cost function is the quality of the car, how far it can travel.
• In the case to generate Mona Lisa, the cost function is the difference between the target picture and current evolving picture. - 2What does Simulated Annealing do?The algorithm version of annealing begins with a random solution to the problem. It uses a variable representing the temperature, which starts very high and gradually gets lower. In each iteration, one of the numbers in the solution is randomly chosen and changed in a certain direction.
- 3What is the probability of a higher-cost solution being accepted formula?
- 4What is a Genetic Algorithm?These work by initially creating a set of random solutions known as the population.
At each step of the optimisation, the cost function for the entire population is calculated to get a ranked list of solutions - 5What two ways can the population be modifiedMutation & Breeding
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- Bachelors Degree Artificial Intelligence (Learning and Optimisation) Flashcards on GA & Annealing, created by Charlie Tizzard Ó Kevlahan on 12/06/2016.
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- Charlie Tizzard Ó Kevlahan
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