02878nam a2200397 4500 20260817172817.0 280898 th eng .b10141224 AIT Thesis no. CS-91-2 Magcamit, Domingo Classifier systems and genetic algorithms : a case study in bargaining Bangkok : Asian Institute of Technology, 1991 70 p. Thesis ; no. CS-91-2 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology Thesis (M.Sc.) - Asian Institute of Technology, 1991 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. Negotiation Decision-making Algorithms Sadananda, Ramakoti, Chairperson Zhao, Ming, Examination committee Tabucanon, Mario T., Examination Committee Government of Japan, Scholarship donor Asian Institute of Technology. Thesis ; no. CS-91-2 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B17322 .b10141224 mnait x 240411 2 951012 m a x 0 mnait mnarc 22 40 Barcode : 30050120677165 CREATED : 2013-11-22 RECORD # : i12748936 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120372973 CREATED : 2016-08-06 RECORD # : i13025788 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 17609 17609 0 0 0 0 MAIN MAIN mnait 2026-08-17 50.00 0 AIT Thesis no. CS-91-2 30050120677165 2026-08-17 17:28:17 3 2026-08-17 22 0 0 0 0 MAIN MAIN mnarc 2026-08-17 0 AIT Thesis no. CS-91-2 30050120372973 2026-08-17 17:28:17 2026-08-17 40