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Search and foraging : = individual m...

Kagan, Eugene.

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Search and foraging : = individual motion and swarm dynamics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Search and foraging :/ Eugene Kagan, Irad Ben-Gal.
其他題名:	individual motion and swarm dynamics /
其他題名:	Individual motion and swarm dynamics
作者:	Kagan, Eugene.
其他作者:	Ben-Gal, Irad.
出版者:	Boca Raton, FL :CRC Press, : c2015.,
面頁冊數:	xxvi, 241 p. :ill. ;26 cm.
內容註:	Introduction -- Methods of optimal search and screening -- Methods of optimal foraging -- Models of individual search and foraging -- Coalitional search and swarm dynamics -- Remarks on swarm robotic systems for search and foraging.
標題:	Search theory. -
ISBN:	9781482242096

Search and foraging : = individual motion and swarm dynamics /
Kagan, Eugene.

Search and foraging :individual motion and swarm dynamics /Individual motion and swarm dynamicsEugene Kagan, Irad Ben-Gal. - Boca Raton, FL :CRC Press,c2015. - xxvi, 241 p. :ill. ;26 cm.

Includes bibliographical refefences (p. 225-235) and index.

Introduction -- Methods of optimal search and screening -- Methods of optimal foraging -- Models of individual search and foraging -- Coalitional search and swarm dynamics -- Remarks on swarm robotic systems for search and foraging.

"Since the start of modern computing, the studies of living organisms have inspired the progress in developing computers and intelligent machines. In particular, the methods of search and foraging are the benchmark problems for robotics and multi-agent systems. The highly developed theory of search and screening involves optimal search plans that are obtained by standard optimization techniques while the foraging theory addresses search plans that mimic the behavior of living foragers. Search and Foraging: Individual Motion and Swarm Dynamics examines how to program artificial search agents so that they demonstrate the same behavior as predicted by the foraging theory for living organisms. For cybernetics, this approach yields techniques that enable the best online search planning in varying environments. For biology, it allows reasonable insights regarding the internal activity of living organisms performing foraging tasks. The book discusses foraging theory as well as search and screening theory in the same mathematical and algorithmic framework. It presents an overview of the main ideas and methods of foraging and search theories, making the concepts of one theory accessible to specialists of the other. The book covers Brownian walks and Lévy flight models of individual foraging and corresponding diffusion models and algorithms of search and foraging in random environments both by single and multiple agents. It also describes the active Brownian motion models for swarm dynamics with corresponding Fokker-Planck equations. Numberical examples and laboratory verifications illustrate the application of both theories"--Back cover.

ISBN: 9781482242096UK63.99

LCCN: 2015473128Subjects--Topical Terms:

740418
Search theory.

LC Class. No.: T57.97 / .K342 2015

Search and foraging : = individual motion and swarm dynamics /
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020 $a 9781482242096 $q (Hardback ; $q acid-free paper) : $c UK63.99
020 $a 1482242095 $q (Hardback ; $q acid-free paper)
020 $z 9781482242102 $q (eBook)
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040 $a BTCTA $b eng $c BTCTA $d BDX $d YDXCP $d OCLCO $d IQU $d KSU $d DLC
042 $a lccopycat
050 0 0 $a T57.97 $b .K342 2015
100 1 $a Kagan, Eugene. $3 2047273
245 1 0 $a Search and foraging : $b individual motion and swarm dynamics / $c Eugene Kagan, Irad Ben-Gal.
246 3 0 $a Individual motion and swarm dynamics
260 $a Boca Raton, FL : $b CRC Press, $c c2015.
300 $a xxvi, 241 p. : $b ill. ; $c 26 cm.
504 $a Includes bibliographical refefences (p. 225-235) and index.
505 0 $a Introduction -- Methods of optimal search and screening -- Methods of optimal foraging -- Models of individual search and foraging -- Coalitional search and swarm dynamics -- Remarks on swarm robotic systems for search and foraging.
520 $a "Since the start of modern computing, the studies of living organisms have inspired the progress in developing computers and intelligent machines. In particular, the methods of search and foraging are the benchmark problems for robotics and multi-agent systems. The highly developed theory of search and screening involves optimal search plans that are obtained by standard optimization techniques while the foraging theory addresses search plans that mimic the behavior of living foragers. Search and Foraging: Individual Motion and Swarm Dynamics examines how to program artificial search agents so that they demonstrate the same behavior as predicted by the foraging theory for living organisms. For cybernetics, this approach yields techniques that enable the best online search planning in varying environments. For biology, it allows reasonable insights regarding the internal activity of living organisms performing foraging tasks. The book discusses foraging theory as well as search and screening theory in the same mathematical and algorithmic framework. It presents an overview of the main ideas and methods of foraging and search theories, making the concepts of one theory accessible to specialists of the other. The book covers Brownian walks and Lévy flight models of individual foraging and corresponding diffusion models and algorithms of search and foraging in random environments both by single and multiple agents. It also describes the active Brownian motion models for swarm dynamics with corresponding Fokker-Planck equations. Numberical examples and laboratory verifications illustrate the application of both theories"--Back cover.
650 0 $a Search theory. $3 740418
650 0 $a Searching behavior $x Mathematical models. $3 2185012
650 0 $a Swarm intelligence $x Mathematical models. $3 2185013
650 0 $a Search engines. $3 869493
650 0 $a Cybernetics. $3 527459
700 1 $a Ben-Gal, Irad. $3 2047274