how to develop brand new optimization algorithm in Matlab like black widow optimization, cuckoo optimization etc.

I am very new to matlab but I wanted to develop a new algorithm. Can anybody refer me the starting guide for it.

[Jan]

The question is far too general to be answered. An equivalent answer is to suggest to learn the Matlan syntax and to get some programming experiences. Does this help already?

Answer 1

[Sam Chak]

Hi @harsh Brar

If you are into the nature-inspired optimization algorithms, then become an Observer to study the survival, hunting, or swarm behavior of the biological organisms, particularly that can be easily found in your area or country. You can choose to study

1. Non-social insects
2. Social insects
3. Flock of birds
4. Marine life
5. Mammals
6. Bacteria
7. Virus

Read the papers and identify the similarities and dissimilarities in those algorithms.

https://en.wikipedia.org/wiki/List_of_metaphor-based_metaheuristics

Look into the source codes in FileExchange to learn how other people write the Optimization Algorithms:

https://www.mathworks.com/matlabcentral/fileexchange?q=Optimization

Then, come back here again when you hit a stumbling block in the MATLAB programming.

[Walter Roberson]

If I recall correctly, cuckoo is already in the File Exchange