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The quantity set LNCS 7491 and 7492 constitutes the refereed court cases of the twelfth foreign convention on Parallel challenge fixing from Nature, PPSN 2012, held in Taormina, Sicily, Italy, in September 2012. the full of one zero five revised complete papers have been rigorously reviewed and chosen from 226 submissions. The assembly begun with five workshops which provided an incredible chance to discover particular subject matters in evolutionary computation, bio-inspired computing and metaheuristics. PPSN 2012 additionally integrated eight tutorials. The papers are equipped in topical sections on evolutionary computation; computer studying, classifier platforms, snapshot processing; experimental research, encoding, EDA, GP; multiobjective optimization; swarm intelligence, collective habit, coevolution and robotics; memetic algorithms, hybridized strategies, meta and hyperheuristics; and applications.
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