New frontier in evolutionary algorithms : theory and application (Record no. 38145)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01516cam a22001817a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781848166813 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.73 |
| Item number | IBA/N |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Iba, Hitoshi |
| 245 10 - TITLE STATEMENT | |
| Title | New frontier in evolutionary algorithms : theory and application |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | London : |
| Name of publisher | Imperial College Press ; |
| Year of publication | c2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 304 p. : |
| Other physical details | ill ; |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book delivers theoretical and practical knowledge of Genetic Algorithms (GA) for the purpose of practical applications. It provides a methodology for a GA-based search strategy with the integration of several Artificial Life and Artificial Intelligence techniques, such as memetic concepts, swarm intelligence, and foraging strategies. The development of such tools contributes to better optimizing methodologies when addressing tasks from areas such as robotics, financial forecasting, and data mining in bioinformatics. The emphasis of this book is on applicability to the real world. Tasks from application areas--optimization of the trading rule in foreign exchange (FX) and stock prices, economic load dispatch in power system, exit/door placement for evacuation planning, and gene regulatory network inference in bioinformatics--are studied, and the resultant empirical investigations demonstrate how successful the proposed approaches are when solving real-world tasks of great importance.--Publisher description. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Algorithms |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Genetic algorithms |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Evolutionary computation |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Noman, Nasimul |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | BK |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | |
| Damaged status | |
| Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|
| Stack | Kannur University Central Library | Kannur University Central Library | Stack | 03/02/2016 | 005.73 IBA/N | 37110 | BK |