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Dev tools · November 27, 2020

I Wrote a Book on Evolutionary Algorithms with Python Notebooks

Evolutionary Algorithms (EAs) are a fascinating class of algorithms for meta-heuristic optimisation. Perhaps the most difficult question to answer is where do we start? There is so much to cover, and many potential starting points.

I Wrote a Book on Evolutionary Algorithms with Python Notebooks launched on November 27, 2020 with 13 votes, #951 of 3,461 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 5 years on.

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In plain words

This is a collection of Python notebooks covering evolutionary algorithms, created for developers and students interested in computational optimization techniques. The resource combines educational content with executable code examples, allowing users to learn and experiment with evolutionary algorithm concepts directly in Jupyter notebooks. It serves as both a learning tool and a reference for implementing these algorithms in Python projects.

written from the facts on this page · September 2026

From the sources

A practical book on Evolutionary Algorithms that teaches you the concepts and how they’re implemented in practice. Evolutionary Algorithms (EAs) are a fascinating class of algorithms for meta-heuristic optimisation. Perhaps the most difficult question to answer is where do we start? There is so much to cover, and many potential starting points. A practical book on Evolutionary Algorithms that teaches you the concepts and how they’re implemented in practice. Rostami, S. (2020). Practical Evolutionary Algorithms. Polyrafrom datacrayon.com

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