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000754329 020__ $$a9783319302355$$q(electronic book)
000754329 020__ $$a3319302353$$q(electronic book)
000754329 020__ $$z9783319302331
000754329 0247_ $$a10.1007/978-3-319-30235-5$$2doi
000754329 035__ $$aSP(OCoLC)ocn945417059
000754329 035__ $$aSP(OCoLC)945417059
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000754329 049__ $$aISEA
000754329 050_4 $$aQ337.3
000754329 08204 $$a006.3/824$$223
000754329 24500 $$aNature-inspired computation in engineering$$h[electronic resource] /$$cXin-She Yang, editor.
000754329 264_1 $$aSwitzerland :$$bSpringer,$$c2016.
000754329 300__ $$a1 online resource (x, 276 pages) :$$billustrations.
000754329 336__ $$atext$$btxt$$2rdacontent
000754329 337__ $$acomputer$$bc$$2rdamedia
000754329 338__ $$aonline resource$$bcr$$2rdacarrier
000754329 4901_ $$aStudies in computational intelligence,$$x1860-949X ;$$vvolume 637
000754329 5050_ $$aFlower Pollination Algorithm and its Applications in Engineering -- An Evolutionary Discrete Firefly Algorithm with Novel Operators for Solving the Vehicle Routing Problem with TimeWindows -- The Plant Propagation Algorithm for Discrete Optimisation: The Case of the Travelling Salesman Problem -- Enhancing Cooperative Coevolution with Surrogate-Assisted Local Search -- Cuckoo Search: From Cuckoo Reproduction Strategy to Combinatorial Optimization -- Clustering Optimization for WSN based on Nature-Inspired Algorithms -- Discrete Firefly Algorithm for Recruiting Task in a Swarm of Robots -- Nature-Inspired Swarm Intelligence for Data Fitting in Reverse Engineering: Recent Advances and FutureTrends -- A Novel Fast Optimisation Algorithm Using Differential Evolution Algorithm Optimisation and Meta- Modelling Approach -- A Hybridization of Runner-Based and Seed-Based Plant Propagation Algorithm -- Gravitational Search Algorithm Applied to Cell Formation Problem -- Parameterless Bat Algorithm and its Performace Study.
000754329 506__ $$aAccess limited to authorized users.
000754329 520__ $$aThis timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propagation algorithm, parameter-free bat algorithm, gravitational search, biogeography-based algorithm, differential evolution, particle swarm optimization and others. Applications include vehicle routing, swarming robots, discrete and combinatorial optimization, clustering of wireless sensor networks, cell formation, economic load dispatch, metamodeling, surrogated-assisted cooperative co-evolution, data fitting and reverse engineering as well as other case studies in engineering. This book will be an ideal reference for researchers, lecturers, graduates and engineers who are interested in nature-inspired computation, artificial intelligence and computational intelligence. It can also serve as a reference for relevant courses in computer science, artificial intelligence and machine learning, natural computation, engineering optimization and data mining. .
000754329 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed March 23, 2016).
000754329 650_0 $$aSwarm intelligence.
000754329 650_0 $$aComputer algorithms.
000754329 650_0 $$aNatural computation.
000754329 650_0 $$aArtificial intelligence$$xEngineering applications.
000754329 7001_ $$aYang, Xin-She,$$eeditor.
000754329 77608 $$iPrint version:$$z9783319302331
000754329 830_0 $$aStudies in computational intelligence ;$$vv. 637.
000754329 852__ $$bebk
000754329 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-30235-5$$zOnline Access$$91397441.1
000754329 909CO $$ooai:library.usi.edu:754329$$pGLOBAL_SET
000754329 980__ $$aEBOOK
000754329 980__ $$aBIB
000754329 982__ $$aEbook
000754329 983__ $$aOnline
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