000 04909nam a22006135i 4500
001 978-0-387-71921-4
003 DE-He213
005 20161121231124.0
007 cr nn 008mamaa
008 100301s2007 xxu| s |||| 0|eng d
020 _a9780387719214
_9978-0-387-71921-4
024 7 _a10.1007/978-0-387-71921-4
_2doi
050 4 _aQA402.5-402.6
072 7 _aPBU
_2bicssc
072 7 _aMAT003000
_2bisacsh
082 0 4 _a519.6
_223
245 1 0 _aMetaheuristics
_h[electronic resource] :
_bProgress in Complex Systems Optimization /
_cedited by Karl F. Doerner, Michel Gendreau, Peter Greistorfer, Walter Gutjahr, Richard F. Hartl, Marc Reimann.
264 1 _aBoston, MA :
_bSpringer US,
_c2007.
300 _aXIV, 410 p. 66 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aOperations Research/Computer Science Interfaces Series,
_x1387-666X ;
_v39
505 0 _aScatter Search -- Experiments Using Scatter Search for the Multidemand Multidimensional Knapsack Problem -- A Scatter Search Heuristic for the Fixed-Charge Capacitated Network Design Problem -- Tabu Search -- Tabu Search-Based Metaheuristic Algorithm for Large-scale Set Covering Problems -- Log-Truck Scheduling with a Tabu Search Strategy -- Nature-inspired methods -- Solving the Capacitated Multi-Facility Weber Problem by Simulated Annealing, Threshold Accepting and Genetic Algorithms -- Reviewer Assignment for Scientific Articles using Memetic Algorithms -- GRASP and Iterative Methods -- Grasp with Path-Relinking for the Tsp -- Using a Randomised Iterative Improvement Algorithm with Composite Neighbourhood Structures for the University Course Timetabling Problem -- Dynamic and Stochastic Problems -- Variable Neighborhood Search for the Probabilistic Satisfiability Problem -- The ACO/F-Race Algorithm for Combinatorial Optimization Under Uncertainty -- Adaptive Control of Genetic Parameters for Dynamic Combinatorial Problems -- A Memetic Algorithm for Dynamic Location Problems -- A Study of Canonical GAs for NSOPs -- Particle Swarm Optimization and Sequential Sampling in Noisy Environments -- Distributed and Parallel Algorithms -- Embedding a Chained Lin-Kernighan Algorithm into a Distributed Algorithm -- Exploring Grid Implementations of Parallel Cooperative Metaheuristics -- Algorithm Tuning, Algorithm Design and Software Tools -- Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems -- Distance Measures and Fitness-Distance Analysis for the Capacitated Vehicle Routing Problem -- Tuning Tabu Search Strategies Via Visual Diagnosis -- Solving Vehicle Routing Using IOPT.
520 _aThe aim of METAHEURISTICS: Progress in Complex Systems Optimization is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well-known classical application areas as well as an outlook to modern computational methods in promising new areas. Therefore, this book may equally serve as a textbook in graduate courses for students, as a reference book for people interested in engineering or social sciences, and as a collection of new and promising avenues for researchers working in this field. Highlighted are recent developments in the areas of Simulated Annealing, Path Relinking, Scatter Search, Tabu Search, Variable Neighborhood Search, Hyper-heuristics, Constraint Programming, Iterated Local Search, GRASP, bio-inspired algorithms like Genetic Algorithms, Memetic Algorithms, Ant Colony Optimization or Swarm Intelligence, and several other paradigms.
650 0 _aMathematics.
650 0 _aOperations research.
650 0 _aDecision making.
650 0 _aComputers.
650 0 _aMathematical models.
650 0 _aMathematical optimization.
650 0 _aManagement science.
650 1 4 _aMathematics.
650 2 4 _aOptimization.
650 2 4 _aOperation Research/Decision Theory.
650 2 4 _aOperations Research, Management Science.
650 2 4 _aComputing Methodologies.
650 2 4 _aMathematical Modeling and Industrial Mathematics.
650 2 4 _aTheory of Computation.
700 1 _aDoerner, Karl F.
_eeditor.
700 1 _aGendreau, Michel.
_eeditor.
700 1 _aGreistorfer, Peter.
_eeditor.
700 1 _aGutjahr, Walter.
_eeditor.
700 1 _aHartl, Richard F.
_eeditor.
700 1 _aReimann, Marc.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387719191
830 0 _aOperations Research/Computer Science Interfaces Series,
_x1387-666X ;
_v39
856 4 0 _uhttp://dx.doi.org/10.1007/978-0-387-71921-4
912 _aZDB-2-SMA
950 _aMathematics and Statistics (Springer-11649)
999 _c508929
_d508929