MARC details
| 000 -LEADER |
|---|
| fixed length control field |
aam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
200220b 2016 ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783319299730 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.6 |
| Item number |
A2 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Advances in stochastic and deterministic global optimization |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
Springer |
| Date of publication, distribution, etc |
2016 |
| Place of publication, distribution, etc |
Switzerland |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 296 p. |
| Other physical details |
Includes reference |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Springer optimization and its applications; No. 107 |
| 9 (RLIN) |
394004 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Table of Content<br/><br/>Part I: Theory and Algorithms for Global Optimization<br/>On the Asymptotic Tractability of Global Optimization<br/>Combining Interval and Probabilistic Uncertainty: What Is Computable?<br/>Survey of Piecewise Convex Maximization and PCMP over Spherical Sets<br/>Assessing Basin Identification Methods for Locating Multiple Optima<br/>Part II: Applications of Global Optimization<br/>Cloud Computing Approach for Intelligent Visualization of Multidimensional Data<br/>Comparative Study of Different Penalty Functions and Algorithms in Survey Calibration<br/>Multidimensional Scaling for Genomic Data<br/>Solving Stochastic Ship Fleet Routing Problems with Inventory Management Using Branch and Price<br/>Investigation of Data Regularization and Optimization of Timetables by Lithuanian High Schools Example<br/>Dynamic Global Optimisation Methods for Determining Guaranteed Solutions in Chemical Engineering<br/>On the Least-Squares Fitting of Data by Sinusoids<br/>Part III: Multi-objective Global Optimization<br/>A Multicriteria Generalization of Bayesian Global Optimization<br/>Understanding the Impact of Constraints: a Rank Based Fitness Function for Evolutionary Methods<br/>Estimating the Pareto Front of a Hard Bi-criterion Competitive Facility Location Problem<br/>On Sampling Methods for Costly Multi-objective Black-box Optimization.<br/><br/> |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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.<br/><br/>https://www.springer.com/gp/book/9783319299730 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer mathematics |
| 9 (RLIN) |
394005 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Probabilities |
| 9 (RLIN) |
394006 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical optimization |
| 9 (RLIN) |
394007 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Numerical analysis |
| 9 (RLIN) |
394008 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Stochastic processes |
| 9 (RLIN) |
394009 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pardalos, Panos M. |
| Relator term |
Editor |
| 9 (RLIN) |
394010 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zhigljavsky, Anatoly |
| Relator term |
Editor |
| 9 (RLIN) |
394011 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zilinskas, Julius |
| Relator term |
Editor |
| 9 (RLIN) |
394012 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Item type |
Books |
