evolutionary-algorithm

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Ant colony behavior using genetic programming

I\'m looking at evolving ants capable of food foraging behaviour using genetic programming, as described by Koza here. Each time step, I loop through each ant, executing its computer program (the same[详细]

2023-04-09 21:45 分类：问答
Compare and Contrast Monte-Carlo Method and Evolutionary Algorithms

What\'s the relationship between the Monte-Carlo Method and Evolutionary Algorithms? On the face of it they seem to be unrelated simulation methods used to so开发者_StackOverflow社区lve complex proble[详细]

2023-04-05 13:49 分类：问答
Do hash functions contradict the founding assumptions of Evolutionary Algorithms? [closed]

Closed. This question is opinion-based. It is not currently accepting answers. Want to improve this question? Update the question so it can be answered with facts and citations by editing th[详细]

2023-04-05 08:35 分类：问答
How do I define a fitness function?

I\'m working on a project which will have a select开发者_运维技巧ed set of data and each data will have different attributes. I will need to use a fitness function to choose the data that best matches[详细]

2023-04-03 08:48 分类：问答
pareto ranking using Pyevolve

I am currently using Pyev开发者_JS百科olve package to solve some Genetic Algorithms problems. I am wondering is there any examples using Pareto ranking in Pyevolve package, since I have multi evaluati[详细]

2023-03-24 01:50 分类：问答
Can I always convert mutable-only algorithms to single-assignment and still be efficient?

The Context The context of this question is that I want to play around with Gene Expression Programming (GEP), a form of evolutionary algorithm, using Erlang. GEP makes use of a string based D开发者_[详细]

2023-03-23 19:38 分类：问答
fitness function and Selection for a Genetic Algorithm

I\'m trying to design a nonlinear fitness function where I maximize variable A and minimize the variable B. The issue is that maximizing A is much more important at single digit values, almost logarit[详细]

2023-03-20 18:27 分类：问答
2D shape optimization through genetic algorithms

I just recently started learning about genetic algorithms and am now trying to implement them in 2D shape optimization in physics simulaiton. The simulation produces a single scalar for each shape. (I[详细]

2023-03-19 15:26 分类：问答
Evolutionary Algorithm for the Theo Jansen Walking Mechanism

There is a Dutch artist/engineer who created a very elaborate walking mechanism. The working principle can be seen here:[详细]

2023-03-17 17:19 分类：问答
Code generation by genetic algorithms

Evolutionary programming seems to be a great way to solve many optimization problems. The idea is very easy and the implementation does not make problems.[详细]

2023-02-27 03:15 分类：问答