Evolutionary Statistical Procedures (Record no. 9020)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02345nam a2200289Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250716115727.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220909b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783642162176 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CSL |
| Language of cataloging | eng |
| Transcribing agency | CSL |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 084 ## - COLON CLASSIFICATION NUMBER | |
| Classification number | B28 Q1 TB |
| Assigning agency | CSL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Baragona, Roberto |
| Relator term | author. |
| 9 (RLIN) | 815713 |
| 245 #0 - TITLE STATEMENT | |
| Title | Evolutionary Statistical Procedures |
| Remainder of title | : Evolutionary Computation Approach to Statistical Procedures Designs and Applications |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | London : |
| Name of publisher, distributor, etc. | Springer, |
| Date of publication, distribution, etc. | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 276p. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Statistics and Computing |
| 500 ## - GENERAL NOTE | |
| General note | Includes References 261-272p.; Index 273-276p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This proposed text appears to be a good introduction to evolutionary computation for use in applied statistics research. The authors draw from a vast base of knowledge about the current literature in both the design of evolutionary algorithms and statistical techniques. Modern statistical research is on the threshold of solving increasingly complex problems in high dimensions, and the generalization of its methodology to parameters whose estimators do not follow mathematically simple distributions is underway. Many of these challenges involve optimizing functions for which analytic solutions are infeasible. Evolutionary algorithms represent a powerful and easily understood means of approximating the optimum value in a variety of settings. The proposed text seeks to guide readers through the crucial issues of optimization problems in statistical settings and the implementation of tailored methods (including both stand-alone evolutionary algorithms and hybrid crosses of these procedures with standard statistical algorithms like Metropolis-Hastings) in a variety of applications. This book would serve as an excellent reference work for statistical researchers at an advanced graduate level or beyond, particularly those with a strong background in computer science. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computational approach. |
| 9 (RLIN) | 815714 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Statistical proceedures. |
| 9 (RLIN) | 815715 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematics. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Battaglia, Francesco |
| Relator term | co-author. |
| 9 (RLIN) | 815716 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Poli, Irene |
| Relator term | co-author. |
| 9 (RLIN) | 815717 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Classification part | B28, Q1 TB |
| Koha item type | Textual |
| Source of classification or shelving scheme | Colon Classification (CC) |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Science Library | Central Science Library | 2022-09-12 | 1031, 30/03/2012, Total Books India | B28 Q1 TB | SL1558041 | 2022-09-12 | 2022-09-12 | Textual |