LEADER 03718nam 2200649Ia 450 001 9910484658803321 005 20200520144314.0 010 $a3-642-04944-3 024 7 $a10.1007/978-3-642-04944-6 035 $a(CKB)1000000000784762 035 $a(SSID)ssj0000320216 035 $a(PQKBManifestationID)11244798 035 $a(PQKBTitleCode)TC0000320216 035 $a(PQKBWorkID)10347265 035 $a(PQKB)11284414 035 $a(DE-He213)978-3-642-04944-6 035 $a(MiAaPQ)EBC3064659 035 $a(PPN)139959149 035 $a(EXLCZ)991000000000784762 100 $a20071004d2009 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aStochastic algorithms: foundations and applications $e5th international symposium, SAGA 2009, Sappora, Japan, October 26-28, 2009, proceedings /$fOsamu Watanabe, Thomas Zeugmann (eds.) 205 $a1st ed. 2009. 210 $aBerlin $cSpringer-Verlag$dc2009 215 $a1 online resource (X, 221 p.) 225 1 $aLecture notes in computer science ;$v5792 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-04943-5 320 $aIncludes bibliographical references and index. 327 $aInvited Papers -- Scenario Reduction Techniques in Stochastic Programming -- Statistical Learning of Probabilistic BDDs -- Regular Contributions -- Learning Volatility of Discrete Time Series Using Prediction with Expert Advice -- Prediction of Long-Range Dependent Time Series Data with Performance Guarantee -- Bipartite Graph Representation of Multiple Decision Table Classifiers -- Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies -- On Evolvability: The Swapping Algorithm, Product Distributions, and Covariance -- A Generic Algorithm for Approximately Solving Stochastic Graph Optimization Problems -- How to Design a Linear Cover Time Random Walk on a Finite Graph -- Propagation Connectivity of Random Hypergraphs -- Graph Embedding through Random Walk for Shortest Paths Problems -- Relational Properties Expressible with One Universal Quantifier Are Testable -- Theoretical Analysis of Local Search in Software Testing -- Firefly Algorithms for Multimodal Optimization -- Economical Caching with Stochastic Prices -- Markov Modelling of Mitochondrial BAK Activation Kinetics during Apoptosis -- Stochastic Dynamics of Logistic Tumor Growth. 330 $aThis book constitutes the refereed proceedings of the 5th International Symposium on Stochastic Algorithms, Foundations and Applications, SAGA 2009, held in Sapporo, Japan, in October 2009. The 15 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections on learning, graphs, testing, optimization and caching, as well as stochastic algorithms in bioinformatics. 410 0$aLecture notes in computer science ;$v5792. 606 $aAlgorithms$vCongresses 606 $aStochastic approximation$vCongresses 606 $aComputer science$xMathematics$vCongresses 615 0$aAlgorithms 615 0$aStochastic approximation 615 0$aComputer science$xMathematics 676 $a519.2/2 686 $aDAT 537f$2stub 686 $aMAT 605f$2stub 686 $aMAT 914f$2stub 686 $aSS 4800$2rvk 701 $aWatanabe$b Osamu$053367 701 $aZeugmann$b Thomas$01752472 712 12$aSAGA 2009 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484658803321 996 $aStochastic algorithms: foundations and applications$94187793 997 $aUNINA