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Global Optimization by Energy Landscape Paving

by: Ulrich H. E. Hansmann, Luc T. Wille
Physical Review Letters, Vol. 88, No. 6. (Jan 2002), 068105, doi:10.1103/physrevlett.88.068105  Key: citeulike:4878319

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Abstract

We introduce a novel heuristic global optimization method, energy landscape paving (ELP), which combines core ideas from energy surface deformation and tabu search. In appropriate limits, ELP reduces to existing techniques. The approach is very general and flexible and is illustrated here on two protein folding problems. For these examples, the technique gives faster convergence to the global minimum than previous approaches.


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