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A new one-step-ahead predictive control algorithm for a family of nonlinear MISO systems is presented. First, least squares support vector machine (LSSVM) with the quadratic multinomial function kernel is used to obtain the off-line nonlinear systemspsila model. Then, the analytical equation which includes the unknown optimal input increment and the known inputs/outputs is derived according to the...
In this paper, a novel fuzzy control algorithm is presented for conventional DISO(double-input & single-output) fuzzy controller. The new algorithm is based on potentially-inherited variable universe. By defining an auxiliary fuzzy singleton set and a fuzzy singleton transition function, the operation of variable universe is greatly simplified at the consequent part of inference. So, the algorithm's...
Recently, variants of hybrid PSO algorithms are presented, but hybrid Optimization technique combining classical local line search with PSO is less focused on. In this paper, we proposed a new hybrid cooperative evolutionary algorithm by integrating local line search technique and basic PSO. The performance of our algorithm tested using four typical nonlinear optimization problems is reported and...
A kind of product-truth-flowing fuzzy control algorithm is presented in this paper. Firstly, the steps of the algorithm are listed in detail. The algorithm holds advantage that fuzzy reasoning process is intuitionistic and its computation is simple. Secondly, based on the algorithm, a constant-temperature control system is designed with MAX7651 MCU, Pt100, MOC3041. Finally, practical control result...
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