Questions tagged [swarm-intelligence]

Use for questions about collective behavior of decentralized, self-organized algorithmic systems, artificial or natural.

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What are the applications of ant colony optimization algorithms?

I'm interested in ant colony optimization algorithms and bee algorithms,but I'm confused what are the applications of these algorithms Can you suggest me some examples of applications can I work on?
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1answer
18 views

The proper AI method for modeling to predict road crashes and safety surrogate measures

I intend to use an AI method for modeling to predict road crashes and safety sorrogate measures. The dependent variables are crash frequency and other measures that are nonnegative integers. The ...
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1answer
50 views

Training an artificial neural network using PSO

Hi guys I've been studying such combination where the idea is to replace the classic descendant gradient for an algorithm that is less sensitive to local optimum, so the PSO tries to select the best ...
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1answer
97 views

Which algorithms, between ant colony or classical routing algorithms, have a better time complexity for the shortest path problem?

Which algorithms, between ant colony or classical routing algorithms, have a better time complexity for the shortest path problem? In general, can we compare efficiency of these two types of ...
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0answers
15 views

What would be a possible approach for Swarm AI toward democratic education?

There are some happenings in Human Swarm Artificial Intelligence and some schools K-12 running without teachers and the kids studying anything on their own. What would be a possible approach for Human ...
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0answers
29 views

Classical Internet routing vs. Swarm routing (such as Ant routing)?

Is it possible to mention the drawbacks/advantages of Swarm routing (such as Ant routing etc) in comparison with classical routing algorithms in communication networks in a general view? In other ...
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2answers
142 views

What is the difference between continuous domains and discrete combinatorial optimization?

According to this website: http://yarpiz.com/67/ypea104-acor (in the website it is mentioned that it is a project aiming to be a resource of academic and professional scientific source codes and ...
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0answers
37 views

Are all ant routing algorithms the same?

Are all ant routing algorithms the same? If no, what is the common properties of all of them? In other words, how we can detect a routing algorithm is an ant routing algorithm?
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0answers
39 views

Is there an efficiency swarm Intelligence algorithm for off-chain channels routing in blockchain?

One of the solutions to scale blockchain is to use off-chain channels. You can find its definition here: https://en.bitcoin.it/wiki/Off-Chain_Transactions. However, one of the problems of off-chain ...
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0answers
198 views

How Swarm Intelligence can empower Blockchain?

Are there examples of applications in blockchain consensus using swarm intelligence, as opposed to classical consensus mechanisms like PoW or PBFT? Please note that recent classical consensuses, ...
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0answers
71 views

Nature-inspired artificial intelligent methods for Blockchain?

I am working on the blockchain technology and I am not very familiar with the AI concept. The proposal of this web page: (http://www.euraxess.lu/jobs/349354) opens a discussion about use of nature ...
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2answers
325 views

Swarm intelligence vs Normal Human Intelligence

So I read somewhere there are 2 different views of Artificial Intelligence. One is the normal conventional approach where we use ML and AI logical inference programs to mimic a human brain. Another ...
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1answer
34 views

How can I benchmark an application of ant colony optimization?

In my research on video games path finding I'm using ant colony optimization, not only to find the shortest path, but also to add some unpredictability and adaptiveness to bots path finding. It works ...
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0answers
118 views

Tuning the parameters of Particle swarm optimization (PSO)

To tune the parameters of Particle swarm optimization (PSO), there are two methods offline and online. In offline manner, the meta-optimization is used to tune the parameters of PSO by using another ...
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2answers
153 views

Would a general-purpose AI need to collaborate?

Human beings are more productive in groups than individually, possibly due to the fact that there is a limit to how much one human brain can improve itself in terms of speed of computation and areas ...