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Genetic Algorithms As Global Random Search Methods by Charles C. Peck

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1NASA Technical Reports Server (NTRS) 19950026346: Genetic Algorithms As Global Random Search Methods

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Genetic algorithm behavior is described in terms of the construction and evolution of the sampling distributions over the space of candidate solutions. This novel perspective is motivated by analysis indicating that that schema theory is inadequate for completely and properly explaining genetic algorithm behavior. Based on the proposed theory, it is argued that the similarities of candidate solutions should be exploited directly, rather than encoding candidate solution and then exploiting their similarities. Proportional selection is characterized as a global search operator, and recombination is characterized as the search process that exploits similarities. Sequential algorithms and many deletion methods are also analyzed. It is shown that by properly constraining the search breadth of recombination operators, convergence of genetic algorithms to a global optimum can be ensured.

“NASA Technical Reports Server (NTRS) 19950026346: Genetic Algorithms As Global Random Search Methods” Metadata:

  • Title: ➤  NASA Technical Reports Server (NTRS) 19950026346: Genetic Algorithms As Global Random Search Methods
  • Author: ➤  
  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 60.44 Mbs, the file-s for this book were downloaded 51 times, the file-s went public at Sun Oct 09 2016.

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2NASA Technical Reports Server (NTRS) 19960009108: Genetic Algorithms As Global Random Search Methods

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Genetic algorithm behavior is described in terms of the construction and evolution of the sampling distributions over the space of candidate solutions. This novel perspective is motivated by analysis indicating that the schema theory is inadequate for completely and properly explaining genetic algorithm behavior. Based on the proposed theory, it is argued that the similarities of candidate solutions should be exploited directly, rather than encoding candidate solutions and then exploiting their similarities. Proportional selection is characterized as a global search operator, and recombination is characterized as the search process that exploits similarities. Sequential algorithms and many deletion methods are also analyzed. It is shown that by properly constraining the search breadth of recombination operators, convergence of genetic algorithms to a global optimum can be ensured.

“NASA Technical Reports Server (NTRS) 19960009108: Genetic Algorithms As Global Random Search Methods” Metadata:

  • Title: ➤  NASA Technical Reports Server (NTRS) 19960009108: Genetic Algorithms As Global Random Search Methods
  • Author: ➤  
  • Language: English

“NASA Technical Reports Server (NTRS) 19960009108: Genetic Algorithms As Global Random Search Methods” Subjects and Themes:

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The book is available for download in "texts" format, the size of the file-s is: 63.30 Mbs, the file-s for this book were downloaded 73 times, the file-s went public at Sun Oct 09 2016.

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Abbyy GZ - Animated GIF - Archive BitTorrent - DjVuTXT - Djvu XML - Item Tile - Metadata - Scandata - Single Page Processed JP2 ZIP - Text PDF -

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1Sunbeams

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George W. Peck was at times a writer, newspaper publisher and politician. Many of the Sunbeam essays had been published in Peck's paper, "The Sun", as amusing and often critical comments on social and political subjects, typically current in the beginning of the 1900's. Topics are often 'small town' United States, and Peck's gentle sarcasm or portrayals much resembles that of Twain.<br><br> Listeners must be aware that the Spanish American War was a recent event, leading to the "Yankee" involvement in the Philippines. Admiral Dewey, who figures in several of the writings, had the Olympia as his flagship. The Dwight, mentioned in 'A Bear with a Jag', may have been Charles Dwight Sigsbee, Captain of the Maine in 1898. At this time the British Empire was in conflict with the Boers under Kruger, all topics of or mentioned in the early essays. <br><br> In the slang of that time a "drummer" was a traveling salesman, while a trust was a financial combine with monopolistic powers. The essay title term "bimeatallic" likely is a take-off on the "bimetallic question", which referred to arguments over having gold and silver both as legal tender. Peck suggested, tongue in cheek, that there could be a 'standard' under which horsemeat should be disclosed as an ingredient of sausage. Indeed, many of the essays deal with questionable ingredients for foods, and were probably of high relevance to consumers who were without the regulatory protections and labelling requirements of today. In the same vein, the 'embalmed beef' served as rations to U.S. soldiers became notorious. (Summary by Arnold Banner)

“Sunbeams” Metadata:

  • Title: Sunbeams
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  • Language: English
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  • Format: Audio
  • Number of Sections: 20
  • Total Time: 5:35:05

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  • File Name: sunbeams_1303_librivox
  • File Format: zip
  • Total Time: 5:35:05
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2How Private George W. Peck Put Down The Rebellion

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A series of U.S. Civil War adventures or incidents experienced and enhanced (or created) by humorist George W. Peck. Peck was at times a writer, newspaper publisher and politician. He had a wry sense of humor and sympathy for underdogs. ( Arnold Banner)

“How Private George W. Peck Put Down The Rebellion” Metadata:

  • Title: ➤  How Private George W. Peck Put Down The Rebellion
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  • Language: English
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  • Format: Audio
  • Number of Sections: 27
  • Total Time: 09:12:45

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  • Text Source: - Download text file/s.
  • Number of Sections: 27 sections

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  • File Name: private_peck_put_down_rebellion_ab_1804_librivox
  • File Format: zip
  • Total Time: 09:12:45
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3Adventures of Mabel

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This is a fantasy story about a little girl, 5-years old, who is the given the ability to converse with animals. - Summary by april6090

“Adventures of Mabel” Metadata:

  • Title: Adventures of Mabel
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  • Language: English
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  • Format: Audio
  • Number of Sections: 12
  • Total Time: 03:27:30

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  • File Name: adventuresofmabel_1803_librivox
  • File Format: zip
  • Total Time: 03:27:30
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4Twenty Years of the Republic 1885-1905

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Excerpt: At the time when Mr. Cleveland was inaugurated there had been no Democratic President for a full quarter of a century. A whole generation had been born and had grown to manhood and to womanhood without ever having lived under any but Republican rule. This long continuance in power of a single party had led many citizens to identify the interest of that party with the interests of the nation. The democrats had been so invariably beaten at the polls as to make Republicans believe that the defeated party had no decent reason for existence, and that is was composed only of wilful obstructionists or of persons destitute of patriotism.  Note: Footnotes will not be read but will be indicated along with page numbers which can be found at <a href="https://archive.org/details/20yrstherepublic00peckrich/page/n8/mode/2up">https://archive.org/details/20yrstherepublic00peckrich/page/n8/mode/2up</a> - Summary by Celine Major

“Twenty Years of the Republic 1885-1905” Metadata:

  • Title: ➤  Twenty Years of the Republic 1885-1905
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  • Language: English
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  • Format: Audio
  • Number of Sections: 41
  • Total Time: 21:49:58

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  • File Name: twenty_years_of_the_republic_2006_librivox
  • File Format: zip
  • Total Time: 21:49:58
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