The hybrid big bang-big crunch algorithm is a combination of a global optimization algorithm inspired by one of the theories of the evolution of the universe, named the big bang and big crunch theory, and the simulated annealing method. The procedure was implemented in the latest version of the program EXPO and applied to crystal-structure solution from powder diffraction data. Several aspects of the hybrid big bang-big crunch algorithm can be further optimized with the aim of obtaining good quality solutions in a shorter computation time. In the present study, the hybrid big bang-big crunch procedure has been combined with the greedy randomized adaptive search procedure (GRASP) and some steps of the algorithm have been improved. The new approach, implemented in the EXPO package, has been successfully tested on numerous known crystal structures.
Direct-space solution in the EXPO package: the combination of the HBB-BC algorithm with GRASP
Altomare Angela;Corriero Nicola;Cuocci Corrado;Falcicchio Aurelia;Moliterni Anna;Rizzi Rosanna
2018
Abstract
The hybrid big bang-big crunch algorithm is a combination of a global optimization algorithm inspired by one of the theories of the evolution of the universe, named the big bang and big crunch theory, and the simulated annealing method. The procedure was implemented in the latest version of the program EXPO and applied to crystal-structure solution from powder diffraction data. Several aspects of the hybrid big bang-big crunch algorithm can be further optimized with the aim of obtaining good quality solutions in a shorter computation time. In the present study, the hybrid big bang-big crunch procedure has been combined with the greedy randomized adaptive search procedure (GRASP) and some steps of the algorithm have been improved. The new approach, implemented in the EXPO package, has been successfully tested on numerous known crystal structures.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.