TY - JOUR T1 - Optimization of Nonlinear Differential Equations for Defining One Leg Human Locomotion AU - Elbori, Abdalftah AU - Gumma Albarki, Ali Albasher JO - Journal of Engineering and Applied Sciences VL - 15 IS - 22 SP - 3674 EP - 3683 PY - 2020 DA - 2001/08/19 SN - 1816-949x DO - jeasci.2020.3674.3683 UR - https://makhillpublications.co/view-article.php?doi=jeasci.2020.3674.3683 KW - Central Patterns Generators (CPGs) KW -modeling of one leg of human KW -stability analysis KW -optimizing nonlinear differential equations KW -real data AB - This study discusses how to optimize the Bidirectional of the Central Pattern Generators (CPGs) to produce rhythmic patterns for human locomotion by using the enhancement Genetic algorithm and pattern search function. It also shows how small changes in some CPG parameters in stable domain result in different walking gaits, optimizing bidirectional two CPGs in stable domain do not only enhance movement but also generate rhythmic patterns similar to the rhythmic patterns derived from real data without any input or sensory feedback. ER -