Ponencia
Generation of Management Rules through System Dynamics and Evolutionary Computation
Autor/es | Aguilar Ruiz, Jesús Salvador
Riquelme Santos, José Cristóbal Rodríguez, Daniel Ramos Román, Isabel |
Departamento | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos |
Fecha de publicación | 2002 |
Fecha de depósito | 2017-05-04 |
Publicado en |
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ISBN/ISSN | 978-3-540-00234-5 0302-9743 |
Resumen | Decision making has been traditionally based on a managers
experience. This paper, however, discusses how a software project
simulator based on System Dynamics and Evolutionary Computation
can be combined to obtain ... Decision making has been traditionally based on a managers experience. This paper, however, discusses how a software project simulator based on System Dynamics and Evolutionary Computation can be combined to obtain management rules. The purpose is to provide accurate decision rules to help project managers to make decisions at any time in the software development life cycle. To do so, a database from which management rules are generated is obtained using a software project simulator based on system dynamics. We then find approximate optimal management rules using an evolutionary algorithm which implements a novel method for encoding the individuals, i.e., management rules to be searched by the algorithm. The resulting management rules of our method are also compared with the ones obtained by another algorithm called C4.5. Results show that our evolutionary approach produces better management decision rules regarding quality and understandability. |
Agencias financiadoras | Comisión Interministerial de Ciencia y Tecnología (CICYT). España |
Identificador del proyecto | TIC1143-C03- 02
TIC1143-C03-01 |
Cita | Aguilar Ruiz, J.S., Riquelme Santos, J.C., Rodríguez, D. y Ramos Román, I. (2002). Generation of Management Rules through System Dynamics and Evolutionary Computation. En PROFES 2002: 4th International Conference on Product Focused Software Process Improvement (615-628), Rovaniemi, Finland: Springer. |
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