最大熵原理                        
                
                                
                        
                            概率逻辑                        
                
                                
                        
                            岩土工程                        
                
                                
                        
                            关系(数据库)                        
                
                                
                        
                            熵(时间箭头)                        
                
                                
                        
                            本构方程                        
                
                                
                        
                            地质学                        
                
                                
                        
                            统计物理学                        
                
                                
                        
                            数学                        
                
                                
                        
                            计算机科学                        
                
                                
                        
                            工程类                        
                
                                
                        
                            结构工程                        
                
                                
                        
                            统计                        
                
                                
                        
                            数据挖掘                        
                
                                
                        
                            热力学                        
                
                                
                        
                            物理                        
                
                                
                        
                            有限元法                        
                
                        
                    
            作者
            
                Bin Hu,Peng‐Zhi Pan,Weiwei Ji,Shuting Miao,Decai Zhao,Tianbo Yao            
         
                    
        
    
            
            标识
            
                                    DOI:10.1061/(asce)gm.1943-5622.0001572
                                    
                                
                                 
         
        
                
            摘要
            
            The Weibull-distribution–based probabilistic damage model is widely used to represent the mesoscopic strength distribution of rock. However, it is unable to adequately describe the entire rock failure process. In this paper, based on the maximum entropy theory, a new probabilistic damage model is proposed to characterize the entire rock failure process. The reasonableness of this new model was verified against experimental data. The physical meaning of entropy, which is used to describe rock failure, was analyzed using the statistical method. It is demonstrated that when entropy is used to build the probabilistic damage model, an increase in the entropy corresponds to an increase in the rock damage, and the maximum entropy corresponds to the maximum probability of damage occurring. Thus, it is reasonable to use the maximum entropy to establish a probabilistic damage model. Finally, the effects of the constraint conditions on this maximum-entropy-based model are discussed.
         
            
 
                 
                
                    
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