From cfd3beace455d98cda113f23da4cc245a4ef6d64 Mon Sep 17 00:00:00 2001 From: SevgiAkten Date: Tue, 13 Aug 2024 15:48:28 +0300 Subject: [PATCH] add index.md --- docs/index.md | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 docs/index.md diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..f2c24cf --- /dev/null +++ b/docs/index.md @@ -0,0 +1,3 @@ +# pycellga: A Python Package for Improved Cellular Genetic Algorithms + +`pycellga` is a Python package that implements cellular genetic algorithms (CGAs) for optimizing complex problems. CGAs combine the principles of cellular automata and traditional genetic algorithms, utilizing a spatially structured population organized in a grid-like topology. This structure allows each individual to interact only with its neighboring individuals, promoting diversity and maintaining a balance between exploration and exploitation during the optimization process. `pycellga` has machine coded operators with byte implementations. Beside it has Alpha-male CGA, Machine Coded Compact CGA and Improved CGA with Machine Coded Operaors for real-valued optimization problems. \ No newline at end of file