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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]

Material type
E-Book(소장)
Personal Author
Richter, Hendrik. Engelbrecht, Andries P.
Title Statement
Recent advances in the theory and application of fitness landscapes [electronic resource] / Hendrik Richter, Andries Engelbrecht, editors.
Publication, Distribution, etc
Berlin;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   2014.  
Physical Medium
1 online resource (xxxviii, 553 p.) : ill.
Series Statement
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.
General Note
Title from e-Book title page.  
Content Notes
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.
Bibliography, Etc. Note
Includes bibliographical references.
이용가능한 다른형태자료
Issued also as a book.  
Subject Added Entry-Topical Term
Computer algorithms. Computational intelligence.
Short cut
URL
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020 ▼a 9783642418884
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084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31
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)

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/e-Book Collection/ Call Number CR 006.31 Accession No. E14034520 Availability Loan can not(reference room) Due Date Make a Reservation Service M

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