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Some standard reviews of lattice gauge theory are M. Creutz, Quarks, Strings, and Lattices (Cambridge University Press, Cambridge, 1983); M. Creutz, ed., Quantum Fields on the Computer (World Scientific, Singapore, 1992); I. Montvay and G. Munster, Quantum fields on a Lattice (Cambridge University Press, Cambridge, 1994). I have had recommended to me, but have not myself seen J. Smit, Introduction to Quantum Fields on a Lattice: "A Robust Mate" (Cambridge University Press, Cambridge, 2002). The lattice community has a large annual meeting and the proceedings of those meetings (Lattice 'XX, published so far by North Holland) are the best places to find the most recent results. Other reviews which illustrate particular approaches to lattice QCD include G. P. Lepage, "Redesigning lattice QCD," hep-lat/9607076 and M. Lüscher, "Advanced lattice QCD," hep-lat/9802029. The MILC code, one of the modern packages of lattice QCD codes, is available at: http://www.physics.utah.edu/~detar/milc/. There is even documentation.
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Examples of these actions include: M. G. Alford, T. R. Klassen and G. P. Lepage, Nucl. Phys. B496, 377 (1997); T. DeGrand (MILC Collaboration), Phys. Rev. D58, 094503 (1998); C. Gattringer et al. (BGR Collaboration), "Quenched spectroscopy with fixed-point and chirally improved fermions," arXiv:hep-lat/0307013.
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