roulette-wheel-selection

How should roulette wheel selection be organized for non-sorted population in genetic algorithm?

删除回忆录丶 提交于 2019-11-30 07:35:58
My question is linked with this one: Roulette-wheel selection in Genetic algorithm. Population needs to be sorted first? If we don't sort the population what is the way of organizing roulette wheel selection for it? Surely, we have to search in linear way now. Have you got any code snippets in C++ or Java for this case? The population does not need to be sorted at all - the key to roulette selection is that the probability of a given individual being selected for reproduction is proportional to its fitness. Say you have an unsorted population, with fitnesses as follows: [12, 45, 76, 32, 54, 21

Architecture of chatroulette

那年仲夏 提交于 2019-11-30 05:28:38
Could somebody explain to me the architecture behind chatroulette? I was thinking about a similar project that would only implement Audio support (for starters). Is the best way to set this up a flash server? If so, how should I go about getting into flash, will I need flex 4? I have some beginner experience with c++, c# and java but I have never developed anything for the web. I was also wondering how the randomizer matches up the participants. How would you code something like this. Im obviously pretty clueless here and I'd greatly appreciate some advice regarding this problem -- I don't

GA written in Java

|▌冷眼眸甩不掉的悲伤 提交于 2019-11-28 19:18:08
问题 I am attempting to write a Genetic Algorithm based on techniques I had picked up from the book "AI Techniques for Game Programmers" that uses a binary encoding and fitness proportionate selection (also known as roulette wheel selection) on the genes of the population that are randomly generated within the program in a two-dimensional array. I recently came across a piece of pseudocode and have tried to implement it, but have come across some problems with the specifics of what I need to be

Roulette Selection in Genetic Algorithms

纵然是瞬间 提交于 2019-11-26 18:28:00
Can anyone provide some pseudo code for a roulette selection function? How would I implement this: I don't really understand how to read this math notation. I never took any probability or statistics. Jarod Elliott It's been a few years since i've done this myself, however the following pseudo code was found easily enough on google. for all members of population sum += fitness of this individual end for for all members of population probability = sum of probabilities + (fitness / sum) sum of probabilities += probability end for loop until new population is full do this twice number = Random

Roulette wheel selection algorithm [duplicate]

ぃ、小莉子 提交于 2019-11-26 17:38:26
This question already has an answer here: Roulette Selection in Genetic Algorithms 13 answers Can anyone provide some pseudo code for a roulette selection function? How would I implement this: I don't really understand how to read this math notation.I want General algorithm to this. The other answers seem to be assuming that you are trying to implement a roulette game. I think that you are asking about roulette wheel selection in evolutionary algorithms. Here is some Java code that implements roulette wheel selection. Assume you have 10 items to choose from and you choose by generating a

Roulette Selection in Genetic Algorithms

爱⌒轻易说出口 提交于 2019-11-26 06:25:24
问题 Can anyone provide some pseudo code for a roulette selection function? How would I implement this: I don\'t really understand how to read this math notation. I never took any probability or statistics. 回答1: It's been a few years since i've done this myself, however the following pseudo code was found easily enough on google. for all members of population sum += fitness of this individual end for for all members of population probability = sum of probabilities + (fitness / sum) sum of