REVISITING OVERLOOKED FOUNDATIONS OF EVOLUTIONARY COMPUTATION: PART II

Evolutionary computation is a rapidly expanding field of research with a long history. Much of that history remains unknown to most practitioners and researchers. This two-part article offers a review of selected foundational efforts in evolutionary computation, with a focus on those that have not r...

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Published inCybernetics and systems Vol. 41; no. 6; pp. 407 - 415
Main Author Fogel, David B.
Format Journal Article
LanguageEnglish
Published Taylor & Francis Group 01.01.2010
Subjects
Cybernetics
Evolutionary algorithms
evolutionary computation
Evolvable hardware
evolvable programs
Foundations
Genetics
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Abstract Evolutionary computation is a rapidly expanding field of research with a long history. Much of that history remains unknown to most practitioners and researchers. This two-part article offers a review of selected foundational efforts in evolutionary computation, with a focus on those that have not received commensurate attention. Part I presented an initial overview of the essential components of evolutionary algorithms followed by a review of early research in artificial life and modeling genetic systems. Here, Part II reviews seminal results in evolving programs and evolvable hardware. Comments on theoretical developments and future developments conclude Part II.
AbstractList Evolutionary computation is a rapidly expanding field of research with a long history. Much of that history remains unknown to most practitioners and researchers. This two-part article offers a review of selected foundational efforts in evolutionary computation, with a focus on those that have not received commensurate attention. Part I presented an initial overview of the essential components of evolutionary algorithms followed by a review of early research in artificial life and modeling genetic systems. Here, Part II reviews seminal results in evolving programs and evolvable hardware. Comments on theoretical developments and future developments conclude Part II.
Author Fogel, David B.
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SubjectTerms Cybernetics
Evolutionary algorithms
evolutionary computation
Evolvable hardware
evolvable programs
Foundations
Genetics
Title REVISITING OVERLOOKED FOUNDATIONS OF EVOLUTIONARY COMPUTATION: PART II
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