Modified electromagnetism-like algorithm and its application to slope stability analysis

作者：Zhang Ke; Cao Ping^*

来源：Journal of Central South University of Technology, 2011, 18(6): 2100-2107.

DOI：10.1007/s11771-011-0949-2

• slope stability
• hybrid optimization algorithm
• complex method
• electromagnetism-like algorithm
• predatory search strategy

In the view of the disadvantages of complex method (CM) and electromagnetism-like algorithm (EM), complex electromagnetism-like hybrid algorithm (CEM) was proposed by embedding complex method into electromagnetism-like algorithm as local optimization algorithm. CEM was adopted to search the minimum safety factor in slope stability analysis and the results show that CEM holds advantages over EM and CM. It combines the merits of two and is more stable and efficient. For further improvement, two CEM hybrid algorithms based on predatory search (PS) strategies were proposed, both of which consist of modified algorithms and the search area of which is dynamically adjusted by changing restriction. The CEM-PS1 adopts theoretical framework of original predatory search strategy. The CEM-PS2 employs the idea of area-restricted search learned from predatory search strategy, but the algorithm structure is simpler. Both the CEM-PS1 and CEM-PS2 have been demonstrated more effective and efficient than the others. As for complex method which locates in hybrid algorithm, the optimization can be achieved at a convergence precision of 1x10(-3), which is recommended to use.

• 出版日期2011-12
• 单位中南大学