Path Integral Methods for the Probabilistic Analysis of Nonlinear Systems Under a White-Noise ProcessSource: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2020:;volume( 006 ):;issue: 004::page 040801-1DOI: 10.1115/1.4047882Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, the widely known path integral method, derived from the application of the Chapman–Kolmogorov equation, is described in details and discussed with reference to the main results available in literature in several decades of contributions. The most simple application of the method is related to the solution of Fokker–Planck type equations. In this paper, the solution in the presence of normal, α-stable, and Poissonian white noises is first discussed. Then, application to barrier problems, such as first passage problems and vibroimpact problems is described. Further, the extension of the path integral method to problems involving multi-degrees-of-freedom systems is analyzed. Lastly, an alternative approach to the path integration method, that is the Wiener Path integration (WPI), also based on the Chapman–Komogorov equation, is discussed. The main advantages and the drawbacks in using these two methods are deeply analyzed and the main results available in literature are highlighted.
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| contributor author | Di Paola, Mario | |
| contributor author | Alotta, Gioacchino | |
| date accessioned | 2022-02-04T22:23:48Z | |
| date available | 2022-02-04T22:23:48Z | |
| date copyright | 8/19/2020 12:00:00 AM | |
| date issued | 2020 | |
| identifier issn | 2332-9017 | |
| identifier other | vib_143_2_021001.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4275482 | |
| description abstract | In this paper, the widely known path integral method, derived from the application of the Chapman–Kolmogorov equation, is described in details and discussed with reference to the main results available in literature in several decades of contributions. The most simple application of the method is related to the solution of Fokker–Planck type equations. In this paper, the solution in the presence of normal, α-stable, and Poissonian white noises is first discussed. Then, application to barrier problems, such as first passage problems and vibroimpact problems is described. Further, the extension of the path integral method to problems involving multi-degrees-of-freedom systems is analyzed. Lastly, an alternative approach to the path integration method, that is the Wiener Path integration (WPI), also based on the Chapman–Komogorov equation, is discussed. The main advantages and the drawbacks in using these two methods are deeply analyzed and the main results available in literature are highlighted. | |
| publisher | The American Society of Mechanical Engineers (ASME) | |
| title | Path Integral Methods for the Probabilistic Analysis of Nonlinear Systems Under a White-Noise Process | |
| type | Journal Paper | |
| journal volume | 6 | |
| journal issue | 4 | |
| journal title | ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg | |
| identifier doi | 10.1115/1.4047882 | |
| journal fristpage | 040801-1 | |
| journal lastpage | 040801-26 | |
| page | 26 | |
| tree | ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2020:;volume( 006 ):;issue: 004 | |
| contenttype | Fulltext |