I’ve published quite a few articles on Genetic Algorithms. While these articles stand on their own, it will be more beneficial for the reader to read them in a certain order. It’ll help them gain a systematic understanding of the concepts instead of jumping from one article to another. This article provides that order and also acts as a place for quick links to all of them.
References
Research Papers
- https://www.researchgate.net/publication/341930670_A_Review_of_Crossover_Methods_and_Problem_Representation_of_Genetic_Algorithm_in_Recent_Engineering_Applications
- https://sci-hub.do/https://ieeexplore.ieee.org/abstract/document/7154916
- http://ictactjournals.in/paper/IJSC_V6_I1_paper_4_pp_1083_1092.pdf
- https://link.springer.com/content/pdf/10.1007/s11042-020-10139-6.pdf
Blogs
- https://www.tutorialspoint.com/genetic_algorithms/genetic_algorithms_quick_guide.htm
- https://towardsdatascience.com/genetic-algorithm-implementation-in-python-5ab67bb124a6
- https://towardsdatascience.com/genetic-algorithms-in-python-using-the-deap-library-e67f7ce4024c
Presentations
- https://www.slideshare.net/SahilKumar2/genetic-algorithms-artificial-intellig
- http://www.iitg.ac.in/rkbc/presentation/Genetic%20Algorithms.pdf
- https://engineering.purdue.edu/~sudhoff/ee630/Lecture04.pdf
- https://cse.iitkgp.ac.in/~dsamanta/courses/sca/resources/slides/GA-02%20Encoding%20Techniques.pdf
- https://uwaterloo.ca/scholar/sites/ca.scholar/files/ahilal/files/lecture-5-2.pdf
Videos
That will be it for this article.
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~ happy learning.