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020 _a9783540463856
_9978-3-540-46385-6
024 7 _a10.1007/11890584
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aHybrid Metaheuristics
_h[electronic resource] :
_bThird International Workshop, HM 2006, Gran Canaria, Spain, October 13-14, 2006, Proceedings /
_cedited by Francisco Almeida, María J. Blesa Aguilera, Christian Blum, José Marcos Moreno Vega, Melquíades Pérez, Andrea Roli, MIchael Sampels.
250 _a1st ed. 2006.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2006.
300 _aX, 193 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v4030
505 0 _aA Unified View on Hybrid Metaheuristics -- Packing Problems with Soft Rectangles -- A Multi-population Parallel Genetic Algorithm for Highly Constrained Continuous Galvanizing Line Scheduling -- Improvement in the Performance of Island Based Genetic Algorithms Through Path Relinking -- Using Datamining Techniques to Help Metaheuristics: A Short Survey -- An Iterated Local Search Heuristic for a Capacitated Hub Location Problem -- Using Memory to Improve the VNS Metaheuristic for the Design of SDH/WDM Networks -- Multi-level Ant Colony Optimization for DNA Sequencing by Hybridization -- Hybrid Approaches for Rostering: A Case Study in the Integration of Constraint Programming and Local Search -- A Reactive Greedy Randomized Variable Neighborhood Tabu Search for the Vehicle Routing Problem with Time Windows -- Incorporating Inference into Evolutionary Algorithms for Max-CSP -- Scheduling Social Golfers with Memetic Evolutionary Programming -- Colour Reassignment in Tabu Search for the Graph Set T-Colouring Problem -- Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations.
520 _aThe International Workshop on Hybrid Metaheuristics reached its third edition with HM 2006. The active and successful participation in the past editions was a clear indication that the research community on metaheuristics and related areas felt the need for a forum to discuss speci?c aspects of hybridization of metaheuristics. The selection of papers for HM 2006 consolidated some of the mainstream issues that have emerged from the past editions. Firstly, there are prominent examples of e?ective hybrid techniques whose design and implementation were motivated by challenging real-world applications. We believe this is particularly important for two reasons: on the one hand, researchers are conscious that the primary goal of developing algorithms is to solve relevant real-life problems; on the other hand, the path towarde?cient solving methods for practical problems is a source of new outstanding ideas and theories. A second important issue is that the research community on metaheur- tics has become increasingly interested in and open to techniques and methods known from arti?cial intelligence (AI) and operations research (OR). So far, the most representative examples of such integration have been the use of AI/OR techniques as subordinates of metaheuristic methods. As a historical and - ymological note, this is in perfect accordance with the original meaning of a metaheuristic as a "general strategy controlling a subordinate heuristic. " The awareness of the need for a sound experimental methodology is a third keypoint.
650 0 _aArtificial intelligence.
_93407
650 0 _aAlgorithms.
_93390
650 0 _aComputer science.
_99832
650 0 _aNumerical analysis.
_94603
650 0 _aPattern recognition systems.
_93953
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aAlgorithms.
_93390
650 2 4 _aTheory of Computation.
_9130512
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aAutomated Pattern Recognition.
_931568
700 1 _aAlmeida, Francisco.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130513
700 1 _aBlesa Aguilera, María J.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130514
700 1 _aBlum, Christian.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130515
700 1 _aMoreno Vega, José Marcos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130516
700 1 _aPérez, Melquíades.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130517
700 1 _aRoli, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130518
700 1 _aSampels, MIchael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9130519
710 2 _aSpringerLink (Online service)
_9130520
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540463849
776 0 8 _iPrinted edition:
_z9783540831457
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v4030
_9130521
856 4 0 _uhttps://doi.org/10.1007/11890584
912 _aZDB-2-SCS
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