• Cite/Export
  Cite/Export

  Copy a citation

  APA (6th ed.)

  

  Chicago (Author-Date, 15th ed.)

  

  Harvard (18th ed.)

  

  MLA (7th ed.)

  

  Turabian (6th ed.)

  

  Export a citation

  Export to RefWorks   Export to EndNote / Reference Manager   Export to EasyBib
  Export to EndNote / Reference Manager(non-Latin)   Cancel

  Note: Citations are based on reference standards. However, formatting rules can vary widely between applications and fields of interest or study. The specific requirements or preferences of your reviewing publisher, classroom teacher, institution or organization should be applied.
• Print
• E-mail
  E-mail

  All fields are required.

  The E-mail Address(es) field is required. Please enter recipient e-mail address(es).

  The E-mail Address(es) you entered is(are) not in a valid format. Please re-enter recipient e-mail address(es).

  You may send this item to up to five recipients.

  Enter recipient e-mail address(es): Separate up to five addresses with commas (,)

  The name field is required. Please enter your name.

  Enter your name: The subject field is required. Please enter the subject. Subject:

  The E-mail message field is required. Please enter the message.

  E-mail Message: I thought you might be interested in this item at http://www.worldcat.org/oclc/24700610 Title: Adaptation in natural and artificial systems : an introductory analysis with applications to biology, control, and artificial intelligence Author: John H Holland Publisher: Cambridge, Mass. : MIT Press, 1992. ISBN/ISSN: 0262082136 9780262082136 0262581116 9780262581110 9780262275552 0262275554 OCLC:24700610

  
  

  Please verify that you are not a robot.

  Cancel
• Share
• Permalink
  Permalink

  Copy this URL to link to this page:

• Write a review
• Rate this item:
• • 1
  • 2
  • 3
  • 4
  • 5

Adaptation in natural and artificial systems : an introductory analysis with applications to biology, control, and artificial intelligence

Author:	John H Holland
Publisher:	Cambridge, Mass. : MIT Press, 1992.
Series:	Complex adaptive systems.
Edition/Format:	Print book : English : 1st MIT Press edView all editions and formats
Summary:	Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements. -- Publisher description.  Read more...
Rating:	(not yet rated) 0 with reviews - Be the first.
Subjects	Adaptation (Biology) -- Mathematical models. Adaptive control systems -- Mathematical models. Adaptation (Biologie) -- Modèles mathématiques. View all subjects
More like this	User tags User lists Similar Items