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在发送消息的情况下,这些概率是实际发送特定消息的概率,而消息系统的熵是对消息中平均信息量的度量。对于相等概率的情况(即,每条消息均具有同等概率),香农熵(以位为单位)只是确定消息内容所需的是/否问题的数量。<ref name="Perplexed" />
 
在发送消息的情况下,这些概率是实际发送特定消息的概率,而消息系统的熵是对消息中平均信息量的度量。对于相等概率的情况(即,每条消息均具有同等概率),香农熵(以位为单位)只是确定消息内容所需的是/否问题的数量。<ref name="Perplexed" />
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信息熵和热力学熵之间的联系问题是一个有争议的话题。大多数作者认为两者之间有联系,<ref>{{Cite book|last=Brillouin|first=Leon|title=Science and Information Theory|year= 1956|isbn=978-0-486-43918-1}}</ref><ref name="Georgescu-Roegen 1971">{{Cite book|last=Georgescu-Roegen|first=Nicholas|title=The Entropy Law and the Economic Process|publisher=Harvard University Press|year=1971|isbn=978-0-674-25781-8 |url = https://archive.org/details/entropylawe00nich}}</ref><ref>{{Cite book|last=Chen|first=Jing|title=The Physical Foundation of Economics – an Analytical Thermodynamic Theory|publisher=World Scientific|year=2005|isbn=978-981-256-323-1}}</ref><ref>{{cite journal | last1 = Kalinin | first1 = M.I. | last2 = Kononogov | first2 = S.A. | year = 2005 | title = Boltzmann's constant | url = | journal = Measurement Techniques | volume = 48 | issue = 7| pages = 632–636 | doi=10.1007/s11018-005-0195-9}}</ref><ref>{{cite book|last1=Ben-Naim|first1=Arieh|title=Entropy demystified the second law reduced to plain common sense|date= 2008|publisher=World Scientific|location=Singapore|isbn=9789812832269|edition=Expanded}}</ref>中有一些人认为它们之间没有任何关系。<ref>{{cite book|first1=Joseph J.|last1=Vallino|first2=Christopher K. |last2=Algar|first3=Nuria Fernández|last3=González|first4=Julie A.|last4=Huber|editor-first1=Roderick C.|editor-last1=Dewar|editor-first2=Charles H. |editor-last2=Lineweaver|editor-first3=Robert K.|editor-last3=Niven|editor-first4=Klaus|editor-last4=Regenauer-Lieb|date= 2013|chapter=Use of Receding Horizon Optimal Control to Solve MaxEP-Based (max entropy production) Biogeochemistry Problems |department=Living Systems as Catalysts|chapter-url=https://books.google.ca/books?id=xF65BQAAQBAJ&pg=PA340|title=Beyond the Second Law: Entropy Production & Non-equilibrium Systems|page=340|isbn=978-3642401534|publisher=Springer |accessdate=2019-08-31 |quote=Inked page forms pattern w/ information → page entropy < diff page w/ randomized letters. Reduced entropy trivial compared to inked paper entropy. If the paper is burned, it hardly matters in a thermodynamic context if the text contains the meaning of life or only jibberish.}}</ref>两个熵的表达式相似。如果w ^是微观的是可以产生一个给定的宏观态的数目,并且每个微态具有相同的[https://en.wikipedia.org/wiki/A_priori_and_a_posteriori 先验概率],则该概率为p = 1 / W。香农熵(单位nats)是:
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信息熵和热力学熵之间的联系问题是一个有争议的话题。大多数作者认为两者之间有联系,<ref>{{Cite book|last=Brillouin|first=Leon|title=Science and Information Theory|year= 1956|isbn=978-0-486-43918-1}}</ref><ref name="Georgescu-Roegen 1971">{{Cite book|last=Georgescu-Roegen|first=Nicholas|title=The Entropy Law and the Economic Process|publisher=Harvard University Press|year=1971|isbn=978-0-674-25781-8 |url = https://archive.org/details/entropylawe00nich}}</ref><ref>{{Cite book|last=Chen|first=Jing|title=The Physical Foundation of Economics – an Analytical Thermodynamic Theory|publisher=World Scientific|year=2005|isbn=978-981-256-323-1}}</ref><ref>{{cite journal | last1 = Kalinin | first1 = M.I. | last2 = Kononogov | first2 = S.A. | year = 2005 | title = Boltzmann's constant | url = | journal = Measurement Techniques | volume = 48 | issue = 7| pages = 632–636 | doi=10.1007/s11018-005-0195-9}}</ref><ref>{{cite book|last1=Ben-Naim|first1=Arieh|title=Entropy demystified the second law reduced to plain common sense|date= 2008|publisher=World Scientific|location=Singapore|isbn=9789812832269|edition=Expanded}}</ref>中有一些人认为它们之间没有任何关系。<ref>{{cite book|first1=Joseph J.|last1=Vallino|first2=Christopher K. |last2=Algar|first3=Nuria Fernández|last3=González|first4=Julie A.|last4=Huber|editor-first1=Roderick C.|editor-last1=Dewar|editor-first2=Charles H. |editor-last2=Lineweaver|editor-first3=Robert K.|editor-last3=Niven|editor-first4=Klaus|editor-last4=Regenauer-Lieb|date= 2013|chapter=Use of Receding Horizon Optimal Control to Solve MaxEP-Based (max entropy production) Biogeochemistry Problems |department=Living Systems as Catalysts|chapter-url=https://books.google.ca/books?id=xF65BQAAQBAJ&pg=PA340|title=Beyond the Second Law: Entropy Production & Non-equilibrium Systems|page=340|isbn=978-3642401534|publisher=Springer |accessdate=2019-08-31 |quote=Inked page forms pattern w/ information → page entropy < diff page w/ randomized letters. Reduced entropy trivial compared to inked paper entropy. If the paper is burned, it hardly matters in a thermodynamic context if the text contains the meaning of life or only jibberish.}}</ref>两个熵的表达式相似。如果w ^是微观的是可以产生一个给定的宏观态的数目,并且每个微态具有相同的[https://en.wikipedia.org/wiki/A_priori_and_a_posteriori 先验概率],则该概率为<math>p = \frac 1 W</math>。香农熵(单位nats)是:
    
::<math>H = -\sum_{i=1}^W p \log (p)= \log (W)</math>
 
::<math>H = -\sum_{i=1}^W p \log (p)= \log (W)</math>
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