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Recent advances in the theory and application of fitness landscapes [electronic resource]

Recent advances in the theory and application of fitness landscapes [electronic resource]

자료유형
E-Book(소장)
개인저자
Richter, Hendrik. Engelbrecht, Andries P.
서명 / 저자사항
Recent advances in the theory and application of fitness landscapes [electronic resource] / Hendrik Richter, Andries Engelbrecht, editors.
발행사항
Berlin;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   2014.  
형태사항
1 online resource (xxxviii, 553 p.) : ill.
총서사항
Emergence, complexity and computation,2194-7287 ; 6
ISBN
9783642418884
요약
This book is concerned with recent advances in fitness landscapes. The concept of fitness landscapes originates from theoretical biology and refers to a framework for analysing and visualizing the relationships between genotypes, phenotypes and fitness. These relationships lay at the centre of attempts to mathematically describe evolutionary processes and evolutionary dynamics.     The book addresses recent advances in the understanding of fitness landscapes in evolutionary biology and evolutionary computation. In the volume, experts in the field of fitness landscapes present these findings in an integrated way to make it accessible to a number of audiences: senior undergraduate and graduate students in computer science, theoretical biology, physics, applied mathematics and engineering, but also researcher looking for a reference or/and entry point into using fitness landscapes for analysing algorithms. Also practitioners wanting to employ fitness landscape techniques for evaluating bio- and nature-inspired computing algorithms can find valuable material in the book. For teaching proposes, the book could also be used as a reference handbook.
일반주기
Title from e-Book title page.  
내용주기
Part I Principles and Perspectives -- Part II Topology, Measures and Problem Hardness -- Part III Coevolution and Dynamics -- Part IV Visualization and Characterization -- Part V Outlook and Afterthoughts.
서지주기
Includes bibliographical references.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Computer algorithms. Computational intelligence.
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245 0 0 ▼a Recent advances in the theory and application of fitness landscapes ▼h [electronic resource] / ▼c Hendrik Richter, Andries Engelbrecht, editors.
260 ▼a Berlin; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c 2014.
300 ▼a 1 online resource (xxxviii, 553 p.) : ▼b ill.
490 1 ▼a Emergence, complexity and computation, ▼x 2194-7287 ; ▼v 6
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references.
505 0 ▼a Part I Principles and Perspectives -- Part II Topology, Measures and Problem Hardness -- Part III Coevolution and Dynamics -- Part IV Visualization and Characterization -- Part V Outlook and Afterthoughts.
520 ▼a This book is concerned with recent advances in fitness landscapes. The concept of fitness landscapes originates from theoretical biology and refers to a framework for analysing and visualizing the relationships between genotypes, phenotypes and fitness. These relationships lay at the centre of attempts to mathematically describe evolutionary processes and evolutionary dynamics.     The book addresses recent advances in the understanding of fitness landscapes in evolutionary biology and evolutionary computation. In the volume, experts in the field of fitness landscapes present these findings in an integrated way to make it accessible to a number of audiences: senior undergraduate and graduate students in computer science, theoretical biology, physics, applied mathematics and engineering, but also researcher looking for a reference or/and entry point into using fitness landscapes for analysing algorithms. Also practitioners wanting to employ fitness landscape techniques for evaluating bio- and nature-inspired computing algorithms can find valuable material in the book. For teaching proposes, the book could also be used as a reference handbook.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Computer algorithms.
650 0 ▼a Computational intelligence.
700 1 ▼a Richter, Hendrik.
700 1 ▼a Engelbrecht, Andries P.
830 0 ▼a Emergence, complexity and computation; ▼v 6.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-642-41888-4
945 ▼a KLPA
991 ▼a E-Book(소장)

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