I have previously settled on Talbi as a text book (https://www.researchgate.net/post/Im_looking_for_a_text_book_for_a_graduate_course_on_heuristic_search_Any_suggestions), but now I'm developing a reading list for another course. I need good survey/introductory papers (20-30 pages) on several aspects of computational intelligence and artificial intelligence.
- metaheuristics and evolutionary computation
- fuzzy logic
- neural networks
- computer vision
- symbolic AI
- speech recognition
- data mining
On metahuristics in general I may suggest
Article Metaheuristics in Combinatorial Optimization: Overview and C...
I would also suggest here this other paper (not exactly a tutorial but it touches some basic issues and foster a critical mind as to what constitutes a novel metaheuristic):
Article Metaheuristics -- the metaphor exposed
Of course, there are also textbooks on metaheuristics you can use here:
Book Handbook of Metaheuristics
(there' a 3rd edition from 2019 - https://link.springer.com/book/10.1007/978-3-319-91086-4)Article Handbook of Approximation Algorithms and Metaheuristics
Book Handbook of Heuristics
Many of these books have chapters with tutorial value for evolutionary algorithms, memetic algorithms, etc. Several of these chapters are available in my profile here.
Regarding precisely memetic algorithms, you have
Book Handbook of Memetic Algorithms
And with respecto to computational intelligence:
Handbook of Computational Intelligence (https://www.springer.com/gp/book/9783662435045)
Again, therein you can find introductory chapters to many of the topics you mention.
Hope this helps.
https://www.researchgate.net/publication/256721203_A_survey_on_optimization_metaheuristics
You may find of interest our recently published prospect on the future of the bioinspired optimization field:
https://www.researchgate.net/publication/332729995_Bio-inspired_computation_Where_we_stand_and_what's_next
Do not hesitate to reach me back for any related matter.
By the way, the published version can be found at:
https://www.sciencedirect.com/science/article/abs/pii/S2210650218310277
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