TY - CHAP
T1 - Multi objective optimization in machining operations
AU - Durán, Orlando
AU - Barrientos, Roberto
AU - Consalter, Luiz Airton
PY - 2007
Y1 - 2007
N2 - Process Planning activities are significantly based on experience and technical skill. In spite of the great efforts made for planning automation, this activity continues being made in manual form. Process Planning activities are significantly based on experience and technical skills. The advent of the CAM systems (Computer Aided Manufacturing) has partially close the gap left between the Automated Design and Manufacture. Meanwhile, a great dose of manual work still exists and investigation in this area is still necessary. This paper presents the application of a multi objective genetic algorithm for the definition of the optimal cutting parameters. The objective functions consider the production rate and production cost in turning operations. The obtained Pareto front is compared to high efficiency cutting range. This paper also describes one application of the developed mechanism using an example.
AB - Process Planning activities are significantly based on experience and technical skill. In spite of the great efforts made for planning automation, this activity continues being made in manual form. Process Planning activities are significantly based on experience and technical skills. The advent of the CAM systems (Computer Aided Manufacturing) has partially close the gap left between the Automated Design and Manufacture. Meanwhile, a great dose of manual work still exists and investigation in this area is still necessary. This paper presents the application of a multi objective genetic algorithm for the definition of the optimal cutting parameters. The objective functions consider the production rate and production cost in turning operations. The obtained Pareto front is compared to high efficiency cutting range. This paper also describes one application of the developed mechanism using an example.
UR - http://www.scopus.com/inward/record.url?scp=59549084821&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-72432-2_46
DO - 10.1007/978-3-540-72432-2_46
M3 - Chapter
AN - SCOPUS:59549084821
SN - 9783540724315
T3 - Advances in Soft Computing
SP - 455
EP - 462
BT - Analysis and Design of Intelligent Systems using Soft Computing Techniques
A2 - Melin, Patricia
A2 - Gomez Ramirez, Eduardo
A2 - Kacprzyk, Janusz
A2 - Pedrycz, Witold
ER -