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The twelfth installment of the conference series ”Learning and Intelligent Optimization” (LION) was held in Kalamata, Greece, June 10-15, 2018. The conference program featured four invited speakers, namely, Lefteris Kirousis, who spoke on “Algorithmic aspects of the Lovász local lemma”, George Michailidis, who spoke on “Fast Randomized Algorithms for Tensor Operations and their Applications”, Yaroslav D. Sergeyev, who spoke on “Deterministic Lipschitz global optimization algorithms and their comparison with metaheuristics” andMichael N. Vrahatis, who spoke on “Generalizations of the Bolzano theorem for tackling problems with imprecise information”. The conference contributed program consisted of five special sessions:

Guest editorial: revised selected papers from the LION 12 conference