Non-Convex Multi-Objective Optimization (Record no. 427213)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03929nam a22005295i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9783319610078 |
| -- | 978-3-319-61007-8 |
| 024 7# - | |
| -- | 10.1007/978-3-319-61007-8 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA402.5-402.6 |
| 072 #7 - | |
| -- | PBU |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT003000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PBU |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.6 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pardalos, Panos M. |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Non-Convex Multi-Objective Optimization |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | by Panos M. Pardalos, Antanas Žilinskas, Julius Žilinskas. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture | 2017. |
| 300 ## - | |
| -- | XII, 192 p. 18 illus., 4 illus. in color. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | Springer Optimization and Its Applications, |
| -- | 1931-6828 ; |
| -- | 123 |
| 505 0# - | |
| -- | 1. Definitions and Examples -- 2. Scalarization -- 3. Approximation and Complexity -- 4. A Brief Review of Non-Convex Single-Objective Optimization -- 5. Multi-Objective Branch and Bound -- 6. Worst-Case Optimal Algorithms -- 7. Statistical Models Based Algorithms -- 8. Probabilistic Bounds in Multi-Objective Optimization -- 9. Visualization of a Set of Pareto Optimal Decisions -- 10. Multi-Objective Optimization Aided Visualization of Business Process Diagrams. –References -- Index. |
| 520 ## - | |
| -- | Recent results on non-convex multi-objective optimization problems and methods are presented in this book, with particular attention to expensive black-box objective functions. Multi-objective optimization methods facilitate designers, engineers, and researchers to make decisions on appropriate trade-offs between various conflicting goals. A variety of deterministic and stochastic multi-objective optimization methods are developed in this book. Beginning with basic concepts and a review of non-convex single-objective optimization problems; this book moves on to cover multi-objective branch and bound algorithms, worst-case optimal algorithms (for Lipschitz functions and bi-objective problems), statistical models based algorithms, and probabilistic branch and bound approach. Detailed descriptions of new algorithms for non-convex multi-objective optimization, their theoretical substantiation, and examples for practical applications to the cell formation problem in manufacturing engineering, the process design in chemical engineering, and business process management are included to aide researchers and graduate students in mathematics, computer science, engineering, economics, and business management. . |
| 650 #0 - | |
| -- | Mathematical optimization. |
| 650 #0 - | |
| -- | Algorithms. |
| 650 14 - | |
| -- | Optimization. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M26008 |
| 650 24 - | |
| -- | Algorithms. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M14018 |
| 650 24 - | |
| -- | Mathematical Applications in Computer Science. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M13110 |
| 700 1# - | |
| -- | Žilinskas, Antanas. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 700 1# - | |
| -- | Žilinskas, Julius. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319610054 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319610061 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9783319869810 |
| 830 #0 - | |
| -- | Springer Optimization and Its Applications, |
| -- | 1931-6828 ; |
| -- | 123 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-3-319-61007-8 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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