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《Chinese Journal of Geophysics》 2007-01
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A study on the simulated atomic transition algorithm for geophysical inversion

SHI Xue-Ming~1,WANG Jia-Ying~1,YI Yuan-Yuan~2,Yuan Xin-Xi~3,WANG Xiao-Ming~1,ZHANG Yun-Shu~11 Insititue of Geophysics and Geomatics,China University of Geosciences,Wuhan 430074,China2 School of Geophysics and Oil Resource,Yangtze University,Jingzhou 434023,China3 Maths and Physics Department,China University of Geosciences,Wuhan 430074,China  
This paper analyzed the relationship between the model space,initial models,local minimization solutions,global minimization solution etc.in the geophysical inverse problem and the state space,particle state,stationary state,excited states,ground state etc.in the atomic transition based on the similarity of the procedure of iterative optimization for geophysical inverse problem and those for atomic transition.With analogizing the evolution process of atomic transition from excited states to ground state,we proposed a novel non-linear optimization algorithm for geophysical inverse problem,called as simulated atomic transition algorithm(SATA).The synthetic tests show that the new SATA algorithm is superior to the conventional linear geophysical inverse methods without depending on the initial model,and superior to the conventional non-linear geophysical inversion methods with higher speed of convergence.
【Fund】: 国家自然科学基金(40204007);; 中国石油天然气集团公司中青年创新基金项目(2002f70112)资助
【CateGory Index】: P631
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