The Resource Advances in stochastic and deterministic global optimization, Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors

Advances in stochastic and deterministic global optimization, Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors

Label
Advances in stochastic and deterministic global optimization
Title
Advances in stochastic and deterministic global optimization
Statement of responsibility
Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors
Contributor
Subject
Genre
Language
eng
Summary
Current research results in stochastic and deterministic global optimization including single and multiple objectives are explored and presented in this book by leading specialists from various fields. Contributions include applications to multidimensional data visualization, regression, survey calibration, inventory management, timetabling, chemical engineering, energy systems, and competitive facility location. Graduate students, researchers, and scientists in computer science, numerical analysis, optimization, and applied mathematics will be fascinated by the theoretical, computational, and application-oriented aspects of stochastic and deterministic global optimization explored in this book. This volume is dedicated to the 70th birthday of Antanas Žilinskas who is a leading world expert in global optimization. Professor Žilinskas's research has concentrated on studying models for the objective function, the development and implementation of efficient algorithms for global optimization with single and multiple objectives, and application of algorithms for solving real-world practical problems
Member of
Cataloging source
IDEBK
Dewey number
519.6
Index
no index present
LC call number
QA402.5
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1954-
  • 1973-
http://library.link/vocab/relatedWorkOrContributorName
  • Pardalos, P. M.
  • Zhigli︠a︡vskiĭ, A. A.
  • Žilinskas, J.
Series statement
Springer optimization and its applications,
Series volume
volume 107
http://library.link/vocab/subjectName
  • Mathematical optimization
  • MATHEMATICS
  • MATHEMATICS
  • Mathematical optimization
  • Probability & statistics
  • Numerical analysis
  • Mathematical modelling
  • Optimization
Label
Advances in stochastic and deterministic global optimization, Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-29975-4
Instantiates
Publication
Bibliography note
Includes bibliographical references at the end of each chapters
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Extent
1 online resource.
Form of item
online
Isbn
9783319299754
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Specific material designation
remote
System control number
  • (OCoLC)962413154
  • (OCoLC)ocn962413154
Label
Advances in stochastic and deterministic global optimization, Panos M. Pardalos, Anatoly Zhigljavsky, Julius Žilinskas, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-29975-4
Publication
Bibliography note
Includes bibliographical references at the end of each chapters
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Extent
1 online resource.
Form of item
online
Isbn
9783319299754
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Specific material designation
remote
System control number
  • (OCoLC)962413154
  • (OCoLC)ocn962413154

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