A Model of the Distributed Constraint Satisfaction Problem and an Algorithm for Configuration Desing
A Model of the Distributed Constraint Satisfaction Problem and an Algorithm for Configuration Dising
| dc.contributor | en-US | |
| dc.contributor | es-ES | |
| dc.creator | SMIRNOV, ALEXANDER V. | |
| dc.creator | RAMOS SALAVERT, ISIDRO | |
| dc.date | 2009-10-05 | |
| dc.date.accessioned | 2018-03-16T14:22:09Z | |
| dc.date.available | 2018-03-16T14:22:09Z | |
| dc.identifier | http://ojs.unam.mx/index.php/cys/article/view/2436 | |
| dc.identifier.uri | http://repositorioslatinoamericanos.uchile.cl/handle/2250/1190309 | |
| dc.description | IN THIS PAPER WE DISCUSS OUR APPROACH TO LEANING CLASSIFICATION RULES FROM DATA. WE SKETCH OUT TWO MODULES OF OUR ARCHITECTURE, NAMELY LINNEO AND GAR.LINNEO, WHICH IS A KNOWLWDGE ACQUISITION TOOL FOR ILL - STRUCTURED DOMAINS AUTOMATICALLY GENERATING CLASSES FROM EXAMPLES THAT INCREMENTALLY WORKS WHIT AN UNSUPERVISED STRATEGY. LINNEO'S OUTPUT, A REPRESENTATION OF THE CONCEPTUAL STRUCTURE OF THE DOMAIN IN TERMS OF CLASSES, IN THE INPUT TO GAR THAT IS USED TO GENERATE A SET OF CLASSIFICATION RULES FOR THE ORIGINAL TRAINING SET. GAR CAN GENERATE BOTH CONJUCTIVE AND DISJUNCTIVE RULES. HEREIN WE PRESENT AN APPLICATION OF THESE TECHNIQUES TO DATA OBTAINED FROM A REAL WASTEWATER TREATMENT PLANT IN ORDER TO HELP THE CONSTRUCTION OF A RULE BASE. THIS RULE WILL BE USED FOR A KNWOLEDGE - BASED SYSTEM THAT AIMS TO SUPERVISE THE WHOLE PROCESS. | es-ES |
| dc.description | IN THIS PAPER WE DISCUSS OUR APPROACH TO LEANING CLASSIFICATION RULES FROM DATA. WE SKETCH OUT TWO MODULES OF OUR ARCHITECTURE, NAMELY LINNEO AND GAR.LINNEO, WHICH IS A KNOWLWDGE ACQUISITION TOOL FOR ILL - STRUCTURED DOMAINS AUTOMATICALLY GENERATING CLASSES FROM EXAMPLES THAT INCREMENTALLY WORKS WHIT AN UNSUPERVISED STRATEGY. LINNEO'S OUTPUT, A REPRESENTATION OF THE CONCEPTUAL STRUCTURE OF THE DOMAIN IN TERMS OF CLASSES, IN THE INPUT TO GAR THAT IS USED TO GENERATE A SET OF CLASSIFICATION RULES FOR THE ORIGINAL TRAINING SET. GAR CAN GENERATE BOTH CONJUCTIVE AND DISJUNCTIVE RULES. HEREIN WE PRESENT AN APPLICATION OF THESE TECHNIQUES TO DATA OBTAINED FROM A REAL WASTEWATER TREATMENT PLANT IN ORDER TO HELP THE CONSTRUCTION OF A RULE BASE. THIS RULE WILL BE USED FOR A KNWOLEDGE - BASED SYSTEM THAT AIMS TO SUPERVISE THE WHOLE PROCESS. | en-US |
| dc.format | application/pdf | |
| dc.language | spa | |
| dc.publisher | Computación y Sistemas | es-ES |
| dc.relation | http://ojs.unam.mx/index.php/cys/article/view/2436/1998 | |
| dc.source | Computación y Sistemas; Vol 1, No 002 (1997) | es-ES |
| dc.source | 1405-5546 | |
| dc.subject | AGENTS; DISTRIBUTED DYNAMIC CONSTRAINT; SATISFACTION; CONFIGURATION DESIGN; MANUFACTURING SYSTEM | en-US |
| dc.subject | es-ES | |
| dc.title | A Model of the Distributed Constraint Satisfaction Problem and an Algorithm for Configuration Desing | es-ES |
| dc.title | A Model of the Distributed Constraint Satisfaction Problem and an Algorithm for Configuration Dising | en-US |
| dc.type | Artículos de revistas | |
| dc.type | Artículos de revistas |