The Monte Carlo Methods

In applied mathematics, the name Monte Carlo is given to the method of solving problems by means of experiments with random numbers. This name, after the casino at Monaco, was first applied around 1944 to the method of solving deterministic problems by reformulating them in terms of a problem with r...

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প্রকাশিত: IntechOpen 2022
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অনলাইন ব্যবহার করুন:ONIX_20220727_9781839687600_86
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collection Directory of Open Access Books
description In applied mathematics, the name Monte Carlo is given to the method of solving problems by means of experiments with random numbers. This name, after the casino at Monaco, was first applied around 1944 to the method of solving deterministic problems by reformulating them in terms of a problem with random elements, which could then be solved by large-scale sampling. But, by extension, the term has come to mean any simulation that uses random numbers. Monte Carlo methods have become among the most fundamental techniques of simulation in modern science. This book is an illustration of the use of Monte Carlo methods applied to solve specific problems in mathematics, engineering, physics, statistics, and science in general.
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institution Directory of Open Access Books
language eng
publishDate 2022
publishDateRange 2022
publishDateSort 2022
publisher IntechOpen
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spelling doab-20.500.12854ir-901902024-04-04T19:19:20Z The Monte Carlo Methods Abou Jaoudé, Abdo Dynamics & statics bic Book Industry Communication::P Mathematics & science::PH Physics::PHD Classical mechanics::PHDT Dynamics & statics thema EDItEUR::P Mathematics and Science::PH Physics::PHD Classical mechanics::PHDT Dynamics and statics In applied mathematics, the name Monte Carlo is given to the method of solving problems by means of experiments with random numbers. This name, after the casino at Monaco, was first applied around 1944 to the method of solving deterministic problems by reformulating them in terms of a problem with random elements, which could then be solved by large-scale sampling. But, by extension, the term has come to mean any simulation that uses random numbers. Monte Carlo methods have become among the most fundamental techniques of simulation in modern science. This book is an illustration of the use of Monte Carlo methods applied to solve specific problems in mathematics, engineering, physics, statistics, and science in general. 2022-07-27T08:14:50Z 2022-07-27T08:14:50Z 2022 book ONIX_20220727_9781839687600_86 9781839687600 9781839687594 9781839687617 https://directory.doabooks.org/handle/20.500.12854/90190 eng image/jpeg n/a https://www.intechopen.com/books/11066 https://mts.intechopen.com/storage/books/11066/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/intechopen.96413 10.5772/intechopen.96413 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781839687600 9781839687594 9781839687617 IntechOpen 232 open access
spellingShingle Dynamics & statics
bic Book Industry Communication::P Mathematics & science::PH Physics::PHD Classical mechanics::PHDT Dynamics & statics
thema EDItEUR::P Mathematics and Science::PH Physics::PHD Classical mechanics::PHDT Dynamics and statics
The Monte Carlo Methods
title The Monte Carlo Methods
title_full The Monte Carlo Methods
title_fullStr The Monte Carlo Methods
title_full_unstemmed The Monte Carlo Methods
title_short The Monte Carlo Methods
title_sort monte carlo methods
topic Dynamics & statics
bic Book Industry Communication::P Mathematics & science::PH Physics::PHD Classical mechanics::PHDT Dynamics & statics
thema EDItEUR::P Mathematics and Science::PH Physics::PHD Classical mechanics::PHDT Dynamics and statics
topic_facet Dynamics & statics
bic Book Industry Communication::P Mathematics & science::PH Physics::PHD Classical mechanics::PHDT Dynamics & statics
thema EDItEUR::P Mathematics and Science::PH Physics::PHD Classical mechanics::PHDT Dynamics and statics
url ONIX_20220727_9781839687600_86