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Stochastic Algorithms: Foundations and Applications [electronic resource] :Second International Symposium, SAGA 2003, Hatfield, UK, September 22-23, 2003. Proceedings /

Contributor(s): Albrecht, Andreas [editor.] | Steinhöfel, Kathleen [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 2827Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2003.Description: VIII, 172 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540398165.Subject(s): Mathematics | Computers | Algorithms | Numerical analysis | Computer science -- Mathematics | Mathematical statistics | Probabilities | Mathematics | Probability Theory and Stochastic Processes | Algorithm Analysis and Problem Complexity | Computation by Abstract Devices | Numeric Computing | Discrete Mathematics in Computer Science | Probability and Statistics in Computer ScienceOnline resources: Click here to access online
Contents:
Prospects of Quantum Informatics -- A Converging ACO Algorithm for Stochastic Combinatorial Optimization -- Optimality of Randomized Algorithms for the Intersection Problem -- Stochastic Algorithms for Gene Expression Analysis -- Analysis of a Randomized Local Search Algorithm for LDPCC Decoding Problem -- Testing a Simulated Annealing Algorithm in a Classification Problem -- Global Search through Sampling Using a PDF -- Simulated Annealing for Optimal Pivot Selection in Jacobian Accumulation -- Quantum Data Compression -- Who’sThe Weakest Link? -- On the Stochastic Open Shop Problem -- Global Optimization – Stochastic or Deterministic? -- Two-Component Traffic Modelled by Cellular Automata: Imposing Passing Restrictions on Slow Vehicles Increases the Flow -- Average-Case Complexity of Partial Boolean Functions -- Classes of Binary Rational Distributions Closed under Discrete Transformations.
In: Springer eBooks
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Prospects of Quantum Informatics -- A Converging ACO Algorithm for Stochastic Combinatorial Optimization -- Optimality of Randomized Algorithms for the Intersection Problem -- Stochastic Algorithms for Gene Expression Analysis -- Analysis of a Randomized Local Search Algorithm for LDPCC Decoding Problem -- Testing a Simulated Annealing Algorithm in a Classification Problem -- Global Search through Sampling Using a PDF -- Simulated Annealing for Optimal Pivot Selection in Jacobian Accumulation -- Quantum Data Compression -- Who’sThe Weakest Link? -- On the Stochastic Open Shop Problem -- Global Optimization – Stochastic or Deterministic? -- Two-Component Traffic Modelled by Cellular Automata: Imposing Passing Restrictions on Slow Vehicles Increases the Flow -- Average-Case Complexity of Partial Boolean Functions -- Classes of Binary Rational Distributions Closed under Discrete Transformations.

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