Mathvision : Jurnal Matematika
Vol 1 No 02 (2019): September 2019

OPTIMISASI MATRIKS BOBOT PADA LINEAR QUADRATIC REGULATOR (LQR) INVERTED PENDULUM MENGGUNAKAN ANT COLONY OPTIMIZATION

Dinita Rahmalia (Unknown)



Article Info

Publish Date
29 Sep 2019

Abstract

Inverted pendulum consists of cart and pendulum attached in it. The force is given to the system consists of angle position, angle velocity, cart position, and cart velocity. The objective function of inverted pendulum is minimizing pendulum angle and cart position following trajectories so that pendulum is stable. The model of optimal control used in this research is applying Linear Quadratic Regulator (LQR). In LQR, the value of objective function is determined by weight matrices and weight matrices are generally approached by trial and error. Ant Colony Optimization (ACO) is optimization method based on behavior of ants in searching path from home towards to food source. The simulation results show that ACO method can find optimal weight matrices minimizing performance index as objective function.

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Journal Info

Abbrev

mv

Publisher

Subject

Mathematics

Description

Focus and Scope : Analisis Aljabar Matematika Terapan Pemodelan Matematika Sistem dan Kontrol Matematika Diskrit dan Kombinatorik Statistik dan Stokastik Optimasi Ilmu Komputasi Matematika ...