Abstract

A Monte Carlo method with genetic algorithms (GAs) has been applied to calculate the magnetization and susceptibility of randomly generated spin clusters and α-HQNN organic radical crystal by using the Jab values calculated by ab initio molecular orbital methods. In the present GA method, the Ising model is considered and fitness parameters F(x) of the individuals are defined in terms of the energies given by the Ising Hamiltonian. Extensions of GA to treat the problem of molecular recognition, the Heisenberg model, and quantum spin systems are discussed. © 2000 John Wiley & Sons, Inc. Int J Quant Chem 80: 646–656, 2000

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