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Questions tagged [genetic-algorithm]

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A genetic algorithm is an optimization heuristic that is inspired by the principles that drive natural evolution: mutation, recombination and selection. In comparison to traditional search methods such as hill-climbing, genetic algorithms have the ability to escape from local minima/maxima.

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5votes
2answers
376views

I have wrote my own simple version of NEAT and want to improve the code for mainly performance(training and runtime of a generation).This simple version of NEAT aims to perform somewhere near as ...
4votes
2answers
743views

I was looking to learn about AI and found the traveling salesman problem very interesting. I also wanted to learn about genetic algorithms, so it was a fantastic combo. To clarify, this is my second ...
2votes
2answers
131views

I'm working on the famous clump finding problem to learn Haskell. Part of the problem involve breaking nucleotide sequences, called kmers, into subsequences as follows:...
2votes
1answer
211views

Alright. So TryHackme is a website that tries to teach hacking with hands on labs. They have a room called JVM Reverse Engineering where the user gets to reverse engineer Java apps, and in particular ...
1vote
1answer
140views

I'm working on an optimization code using differential evolution to solve. However, it is taking a long time to get the solution. See that I have a variable called number_of_iterations that must equal ...
3votes
2answers
208views

(The entire project lives there.)This time, I have made the previous version of the GA for TSP run faster by around the factor of 6+. The idea is to cache the tour costs with the actual tour objects ...
1vote
0answers
70views

(A more efficient version of the GA.)This is my the very first take ever on GA:GeneticTSPSolverV1.java:...
1vote
1answer
123views

This post presents my take on TSP (travelling salesman problem). The idea is to:Take an input nodei,Compute the entire graph ...
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0answers
773views

I was watching Computerphile's video on using genetic algorithms to solve the Knapsack problem, and I decided to give it a whack.For anyone running the code, the ...
5votes
1answer
111views

I have done a little program where the goal is trying to teach some cars (red and blue rectangles) to "drive" through genetic algorithm. It works well, and I haven't seen any bugs, but the ...
2votes
0answers
138views

First of all: Hi, my name is Henrik and I am a mechanical engineer, who loves to code in his free time.To get better in programming I wrote a genetic algorithm compined with a list planning algorithm ...
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1vote
1answer
286views

I used uniform crossover to solve eight queens problem. It is taking more than an hour to get the result. Is there any way to reduce the running time or improve the crossover to solve eight queens ...
8votes
1answer
1kviews

I have tried to code a genetic algorithm to guess the coefficients of a degree 4 polynomial. The information initially provided is values of y = f(x) for different x using the original polynomial. I ...
4votes
1answer
298views

I've made this to pick the LQR parameters for my self balancing robots simulation. So to break down what I have done,Randomly Create PopulationI create a random population. The population is a list ...
5votes
2answers
141views

In order to get more accustomed with classes in Python, I have written a genetic algorithm, which takes a level with a start and end point and searches for a route (not necessarily the optimal one). ...

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