Computational Complexity and Statistical Physics (Santa Fe by Allon Percus,Gabriel Istrate,Cristopher Moore

By Allon Percus,Gabriel Istrate,Cristopher Moore

machine technology and physics were heavily associated because the beginning of contemporary computing. in recent times, an interdisciplinary quarter has blossomed on the junction of those fields, connecting insights from statistical physics with easy computational demanding situations. Researchers have effectively utilized strategies from the examine of part transitions to research NP-complete difficulties similar to satisfiability and graph coloring. this can be resulting in a brand new figuring out of the constitution of those difficulties, and of the way algorithms practice on them.

Computational Complexity and Statistical Physics will function a customary reference and pedagogical reduction to statistical physics tools in laptop technology, with a selected specialize in section transitions in combinatorial difficulties. Addressed to a extensive diversity of readers, the ebook comprises big heritage fabric besides present study through best computing device scientists, mathematicians, and physicists. it's going to organize scholars and researchers from all of those fields to give a contribution to this fascinating area.

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