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Stochastic Algorithms: Foundations and Applications [[electronic resource] ] : 5th International Symposium, SAGA 2009 Sapporo, Japan, October 26-28, 2009 Proceedings / / edited by Osamu Watanabe, Thomas Zeugmann
| Stochastic Algorithms: Foundations and Applications [[electronic resource] ] : 5th International Symposium, SAGA 2009 Sapporo, Japan, October 26-28, 2009 Proceedings / / edited by Osamu Watanabe, Thomas Zeugmann |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (X, 221 p.) |
| Disciplina | 519.2/2 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Artificial intelligence—Data processing Probabilities Algorithms Computer science—Mathematics Mathematical statistics Theory of Computation Data Science Probability Theory Probability and Statistics in Computer Science |
| ISBN | 3-642-04944-3 |
| Classificazione |
DAT 537f
MAT 605f MAT 914f SS 4800 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited 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. |
| Record Nr. | UNISA-996465304603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Stochastic algorithms: foundations and applications : 5th international symposium, SAGA 2009, Sappora, Japan, October 26-28, 2009, proceedings / / Osamu Watanabe, Thomas Zeugmann (eds.)
| Stochastic algorithms: foundations and applications : 5th international symposium, SAGA 2009, Sappora, Japan, October 26-28, 2009, proceedings / / Osamu Watanabe, Thomas Zeugmann (eds.) |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, : Springer-Verlag, c2009 |
| Descrizione fisica | 1 online resource (X, 221 p.) |
| Disciplina | 519.2/2 |
| Altri autori (Persone) |
WatanabeOsamu
ZeugmannThomas |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Algorithms
Stochastic approximation Computer science - Mathematics |
| ISBN | 3-642-04944-3 |
| Classificazione |
DAT 537f
MAT 605f MAT 914f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited 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. |
| Record Nr. | UNINA-9910484658803321 |
| Berlin, : Springer-Verlag, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||