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This paper presents a novel hybrid approach for the design and optimization of multi-modal controller for carttype double inverted pendulums. The presented approach divides the motion of a cart-type double inverted pendulum into four phases, including the initial oscillation phase, swingup phase, adjustment phase, and balance phase. In addition, the presented approach integrates PID controllers, LQRs,...
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