Search Results for author: Fabio Stroppa

Found 4 papers, 1 papers with code

The Impact of Evolutionary Computation on Robotic Design: A Case Study with an Underactuated Hand Exoskeleton

no code implementations23 Mar 2024 Baris Akbas, Huseyin Taner Yuksel, Aleyna Soylemez, Mazhar Eid Zyada, Mine Sarac, Fabio Stroppa

This allowed us to improve the optimization by increasing the number of variables in the design, which was impossible with naive methods.

Multi-Modal Optimization with k-Cluster Big Bang-Big Crunch Algorithm

no code implementations21 Dec 2023 Kemal Erdem Yenin, Reha Oguz Sayin, Kuzey Arar, Kadir Kaan Atalay, Fabio Stroppa

When compared to other multi-modal optimization methods, it outperforms them in terms of accuracy (in both search and objective space) and success rate (number of correctly retrieved optima) -- especially when elitism is applied.

Evolutionary Algorithms

Design Optimizer for Planar Soft-Growing Robot Manipulators

no code implementations5 Oct 2023 Fabio Stroppa

Soft-growing robots are innovative devices that feature plant-inspired growth to navigate environments.

Evolutionary Algorithms Navigate

Task-Specific Design Optimization and Fabrication for Inflated-Beam Soft Robots with Growable Discrete Joints

1 code implementation8 Mar 2021 Ioannis Exarchos, Brian H. Do, Fabio Stroppa, Margaret M. Coad, Allison M. Okamura, C. Karen Liu

Soft robot serial chain manipulators with the capability for growth, stiffness control, and discrete joints have the potential to approach the dexterity of traditional robot arms, while improving safety, lowering cost, and providing an increased workspace, with potential application in home environments.

Robotics

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