2011
DOI: 10.1017/s0263574711000555
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Smooth gait optimization of a fish robot using the genetic-hill climbing algorithm

Abstract: SUMMARYThis paper presents a model of a three-joint (four links) carangiform fish robot. The smooth gait or smooth motion of a fish robot is optimized by using a combination of the Genetic Algorithm (GA) and the Hill Climbing Algorithm (HCA) with respect to its dynamic system. Genetic algorithm is used to create an initial set of optimal parameters for the two input torque functions of the system. This set is then optimized by using HCA to ensure that the final set of optimal parameters is a “near” global opti… Show more

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Cited by 7 publications
(4 citation statements)
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“…If we consider only the movement of fish robot in forward direction, thus u F is the relative velocity at the center of the fish tail in the y b direction (Vo et al, 2012), which is determined by using Fig. 2.…”
Section: Hydrodynamic Force On the Fish Tailmentioning
confidence: 99%
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“…If we consider only the movement of fish robot in forward direction, thus u F is the relative velocity at the center of the fish tail in the y b direction (Vo et al, 2012), which is determined by using Fig. 2.…”
Section: Hydrodynamic Force On the Fish Tailmentioning
confidence: 99%
“…To exploit these swimming mechanism advantages, this study developed a carangiform 4-link planar robot based on previous research (Nakashima & Ohgishi, 2003;Yu & Wang, 2005;Kim, Lee, Vo & Trung, 2008;Vo, Kim, Cho, Dang & Lee, 2009;Vo, Kim & Lee, 2012;Niku, 2001). Lagrange's formulation was used to develop the mathematical model of 4-link carangiform locomotion.…”
Section: Introductionmentioning
confidence: 99%
“…Afterwards, thrust force and lateral force components are calculated by using inertial fluid and lift forces. The value of constant flow is determined as 0.08 m/s to reduce the turbulent effects [35]. According to Figure 6, F V is a proportional force to the acceleration and it is calculated by Equation (2) and the lift force is also vertical to the flow and it is defined as Equation (3):…”
Section: Hydrodynamic Forces Acting On the Tailmentioning
confidence: 99%
“…Inspired by such knowledge and by the strive of the world for energy-efficient new technologies, many researchers have introduced the idea of AUVs that mimic the propulsion of fishes as an alternative to the "canonical" propeller-driven AUV. This approach, known as bio-memetic or bionic autonomous underwater vehicles (BAUVs), supposes that such systems can potentially reach the same performance as natural biological systems (e.g., fishes) [3][4][5][6][7][8]. However, because biological systems are very complex and have been "tuned" by natural evolution over millions of years, there is a need for the optimization of their man-engineered counterparts to reach similar levels of performance and realism.…”
Section: Introductionmentioning
confidence: 99%