- author = "Zhanli Jin and Yaowen Yang and Chee Kiong Soh",
- title = "Application of fuzzy GA for optimal vibration control of smart cylindrical shells",
- journal = "Smart Materials and Structures",
- year = "2005",
- volume = "14",
- pages = "1250--1264",
- email = "cywyang@ntu.edu.sg",
- number = "6",
- month = dec,
- keywords = "genetic algorithms, genetic programming",
-
URL = "
http://stacks.iop.org/0964-1726/14/1250",
-
DOI = "
doi:10.1088/0964-1726/14/6/018",
- abstract = "a fuzzy-controlled genetic-based optimisation technique for optimal vibration control of cylindrical shell structures incorporating piezoelectric sensor/actuators (S/As) is proposed. The geometric design variables of the piezoelectric patches, including the placement and sizing of the piezoelectric S/As, are processed using fuzzy set theory. The criterion based on the maximisation of energy dissipation is adopted for the geometric optimization. A fuzzy-rule-based system (FRBS) representing expert knowledge and experience is incorporated in a modified genetic algorithm (GA) to control its search process. A fuzzy logic integrated GA is then developed and implemented. The results of three numerical examples, which include a simply supported plate, a simply supported cylindrical shell, and a clamped simply supported plate, provide some meaningful and heuristic conclusions for practical design. The results also show that the proposed fuzzy-controlled GA approach is more effective and efficient than the pure GA method.",
-
notes = "PII: S0964-1726(05)07295-2
School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore",
