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This issue aims to model simulation agent parameters using a DNA and genes-inspired approach. By structuring agent parameters, such as “learning rate,” as genes within a genome, we can encode, decode,…
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Generalise the genetic programming approach.
In the future, it could for example be used to solve the Travelling Salesman Problem
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I was at a party (my friend Chris broke his leg while learning how to skateboard, so it was sort of a get-well party) the other day and ran into a Genetic Programming Poet (GPP). The GPP mentioned tha…
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Hello. I was about to write a software in Rust to do the job of hotword/wakeword detection. And I found this crate. However, I wanted to do the detection with [Genetic Programming](https://en.wikipedi…
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By moving away from plain NSGA-II, or perhaps by combining it with some niche or "island" strategy, it may be possible to distribute the search load across multiple cores. DEAP already [has some examp…
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We need to add regular ole graph-based GP. This depends on issue #103 for adding graph support.
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- Flood Susceptibility Mapping (FSM) involves identifying areas prone to flooding to mitigate future floods and assess susceptibility.
- Floods are among the most destructive natural disasters, causi…
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**Is your feature request related to a problem? Please describe.**
Genetic Programming is very useful for feature engineering but main challenge is its time complexity. Luckily, they are easily paral…
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When using the QuixBugs benchmark programs and running MAGPIE in the genetic_programming mode, the program hangs and gets stuck in certain cases (certain programs and possible edits and pop_size).
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