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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Zhou You-hang Lin Jie-huang Zhang Jian-xun |
| Copyright Year | 2008 |
| Description | Author affiliation: Sch. of Mech. Eng., Xiangtan Univ., Xiangtan (Zhou You-hang; Lin Jie-huang; Zhang Jian-xun) |
| Abstract | After being studied the expression of figure-counting methods, a special numerical method is presented to approach any given value. With a gradual decrease weight of each digit, under the given error, any given data could be described by the permutation and combination of digits (-1, 0, 1). Based on this special numerical method, a new variable step-size optimization algorithm is designed to solve the system of nonlinear equations. According to the idea of this algorithm, the gradual decrease weight is considered as a variable step, and the change of each variable should be tested with the rule of ldquoForward, backward or maintain a steprdquo to approach the optimization objective, and the choice principle of the related variables has been discussed. The computer simulated results show that this algorithm can overcome the problems such as sensitivity to initial values, poor convergence reliability, and it is easy and practical to design. |
| Starting Page | 459 |
| Ending Page | 463 |
| File Size | 317640 |
| Page Count | 5 |
| File Format | |
| ISBN | 9780769534848 |
| DOI | 10.1109/WMSO.2008.16 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-12-27 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Algorithm design and analysis Variable step size Nonlinear equations Special numerical method Optimization methods Artificial neural networks Mechanical engineering Optimization Genetic algorithms System of nonlinear equations Simulated annealing Artificial intelligence Newton method Testing |
| Content Type | Text |
| Resource Type | Article |
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