Advances in stochastic and deterministic global optimization. (2016)

• Record Type: Book
• Further Information: Note: Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors.
• Other Names: Pardalos, P. M (Panos M.), 1954-; Zhigli︠a︡vskiĭ, A. A (Anatoliĭ Aleksandrovich); Žilinskas, J (Julius), 1973-
• Contents: Part I: Theory and Algorithms for Global Optimization -- On the Asymptotic Tractability of Global Optimization -- Combining Interval and Probabilistic Uncertainty: What Is Computable? -- Survey of Piecewise Convex Maximization and PCMP over Spherical Sets -- Assessing Basin Identification Methods for Locating Multiple Optima -- Part II: Applications of Global Optimization -- Cloud Computing Approach for Intelligent Visualization of Multidimensional Data -- Comparative Study of Different Penalty Functions and Algorithms in Survey Calibration -- Multidimensional Scaling for Genomic Data -- Solving Stochastic Ship Fleet Routing Problems with Inventory Management Using Branch and Price -- Investigation of Data Regularization and Optimization of Timetables by Lithuanian High Schools Example -- Dynamic Global Optimisation Methods for Determining Guaranteed Solutions in Chemical Engineering -- On the Least-Squares Fitting of Data by Sinusoids -- Part III: Multi-objective Global Optimization -- A Multicriteria Generalization of Bayesian Global Optimization -- Understanding the Impact of Constraints: a Rank Based Fitness Function for Evolutionary Methods -- Estimating the Pareto Front of a Hard Bi-criterion Competitive Facility Location Problem -- On Sampling Methods for Costly Multi-objective Black-box Optimization.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource
• Subjects: 519.6; Mathematics; Mathematical optimization; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / General; Mathematical optimization; Mathematics -- Probability & Statistics -- General; Computers -- Programming -- Algorithms; Mathematics -- Number Systems; Mathematics -- Applied; Probability & statistics; Numerical analysis; Mathematical modelling; Distribution (Probability theory); Algorithms; Numerical analysis; Optimization; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783319299754; 3319299751
• Related ISBNs: 9783319299730; 3319299735
• Notes: Note: Includes bibliographical references at the end of each chapters.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.