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Linear Genetic Programming

Linear Genetic Programming

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"Linear Genetic Programming" by Markus F. Brameier, Wolfgang Banzhaf is a physics book focused on Astronomical Data. Best for students, educators, and scientifically curious readers.

Linear Genetic Programming presents a variant of Genetic Programming that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees. Typical GP phenomena, such as non-effective code, neutral variations, and code growth are investigated from the perspective of linear GP. This book serves as a reference for researchers; it includes sufficient introductory material for students and newcomers to the field.

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Best For: Researchers and students interested in genetic programming and evolutionary computation
Focus: Linear Genetic Programming as a method evolving imperative programs in linear instruction sequences
Covers: Phenomena like non-effective code, neutral variations, and code growth in linear genetic programming
Why It Matters: Provides a detailed examination of linear genetic programming, offering insights into its unique characteristics compared to traditional genetic programming approaches

"Linear Genetic Programming" by Markus F. Brameier, Wolfgang Banzhaf is a physics book focused on Astronomical Data. Best for students, educators, and scientifically curious readers.

Topic: Astronomical Data

Author: Markus F. Brameier, Wolfgang Banzhaf

Who this is for:

  • Physics students
  • Science-minded readers
  • Readers building technical understanding

Why this book matters: It provides structured coverage of physics concepts in a way that supports deeper understanding and continued study.

Linear Genetic Programming presents a variant of Genetic Programming that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees. Typical GP phenomena, such as non-effective code, neutral variations, and code growth are investigated from the perspective of linear GP. This book serves as a reference for researchers; it includes sufficient introductory material for students and newcomers to the field.

AuthorMarkus F. Brameier, Wolfgang Banzhaf
PublisherSpringer
Published2010-11-29
ISBN-139781441940483
BindingPaperback
LanguageEnglish
SubjectsComputers
TopicAstronomical Data
SeriesGenetic and Evolutionary Computation

Format: Paperback

Language: English

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