AI SearchClassifier systems and genetic algorithms : (Record no. 17609)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02878nam a2200397 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817172817.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 280898 th eng |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b10141224 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no. CS-91-2 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Magcamit, Domingo |
| 245 10 - TITLE STATEMENT | |
| Title | Classifier systems and genetic algorithms : |
| Remainder of title | a case study in bargaining |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Bangkok : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 1991 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 70 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. CS-91-2 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Asian Institute of Technology, 1991 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The performance of a classifier system which belongs to the genetics based machine learning architecture is tested among ten different options utilizing the various genetic algorithm (GA) operators, namely : reproduction, crossover, inversion and mutation. Together with these GA operators, apportionment of credit works hand in hand to determine the fittest set of string rules expressed as classifiers which serves as solution set in a two-party bargaining problem. Two related models are run adopting decimal coding in the first model and binary representation in the second one. The concept of schemata is incorporated in both models and results from both conform with each other. To search for convergence, classifiers' fitness, eagerness and specificity are compared and patterned after the way human behavior is observed while under negotiation. The system's capability to 'learn' rules is explored by selecting the best string rules that provide solution options to the user. Similar with the common negotiation support system and multicriteria decision making (MCDM) approach, the system offers alternative solutions, but the final decision always resting on the decision maker. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Negotiation |
| General subdivision | Decision-making |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sadananda, Ramakoti, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhao, Ming, |
| Relator term | Examination committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tabucanon, Mario T., |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Government of Japan, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Thesis ; |
| Volume/sequential designation | no. CS-91-2 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B17322">http://203.159.5.9/ait-thesis/detail.php?q=B17322</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b10141224 |
| b | mnait |
| c | x |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 240411 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 2 |
| Cataloger's initials, CIN (RLIN) | 951012 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | x |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 22-AIT Thesis (Replacement) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120677165 |
| CREATED | CREATED : 2013-11-22 |
| RECORD Id | RECORD # : i12748936 |
| LPATRON | LPATRON : 0 |
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| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120372973 |
| CREATED | CREATED : 2016-08-06 |
| RECORD Id | RECORD # : i13025788 |
| LPATRON | LPATRON : 0 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 17/08/2026 | 50.00 | AIT Thesis no. CS-91-2 | 30050120677165 | 17/08/2026 | 3 | 17/08/2026 | 22-AIT Thesis (Replacement) | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT Thesis no. CS-91-2 | 30050120372973 | 17/08/2026 | 17/08/2026 | 40-Archives |