Recommend a semigroup theory book.

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I have learnt semigroup theory and I want some good book for studying by myself. Thank you everyone.

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Given your profile, I guess you want to study the algebraic theory of semigroups. A good place to start is

[1] P. A. Grillet, Semigroups, An Introduction to the Structure Theory, Marcel Dekker, Inc., New York, 1995.

The following book is slightly more advanced, but contains some interesting material

[2] P. Higgins, Techniques of Semigroup Theory, World Scientific, 1999.

You may also try

[3] G. Lallement, Semigroups and Combinatorial Applications, Wiley and Sons, 1979.