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基于凸优化的流动性跨链模型研究

A study of liquidity cross-chain models based on convex optimization.

作者信息

Han Yutong, Wang Chundong, Wang Huaibin, Yang Yi, Wang Xi

机构信息

Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, 300384, People's Republic of China.

Ministry of Education, Key Laboratory of Computer Vision and System, Tianjin University of Technology, Tianjin, 300384, People's Republic of China.

出版信息

Sci Rep. 2024 Nov 28;14(1):29603. doi: 10.1038/s41598-024-78995-y.

Abstract

Blockchain after several years of hustle, bustle, precipitation, and sublimation, with the landing application step by step towards maturity and development, gradually spawned the outreach needs of interacting with other applications. At this stage, only the mobility cross-chain interoperability technology is the infrastructure system that can perfectly solve such needs. To achieve a cross-chain system that defines and realizes user-free liquidity interoperability according to the cross-chain environment and cross-chain requirements, this paper designs a convex optimization-based liquidity contract pair cross-chain model. This model can realize a uniform distributed NFT ID construction identification method for the whole chain, and at the same time use the convex optimization model to obtain liquidity contract pairs that have and only have the global optimal matching, and in this way lock the shortest cross-chain time required, with AMM bonding curve management to achieve immediate liquidity effect, and realize the interconnection and interoperability of users' assets with free liquidity. Finally, the time-consumption, robustness, and radius of convergence of the models are tested by comparing the model experiments and the proposed model's proposed cross-chain incentive experiments yield results that verify that the proposed convex optimization-based liquidity contract is efficient, applicable, and secure for cross-chain models.

摘要

区块链经过数年的喧嚣、沉淀与升华,随着落地应用一步步走向成熟与发展,逐渐催生出与其他应用交互的拓展需求。现阶段,唯有流动性跨链互操作性技术是能够完美解决此类需求的基础设施系统。为实现一个根据跨链环境和跨链需求定义并实现用户无感知流动性互操作性的跨链系统,本文设计了一种基于凸优化的流动性合约对跨链模型。该模型能够实现全链统一分布式NFT ID构建识别方法,同时利用凸优化模型获取具有且仅具有全局最优匹配的流动性合约对,并以此锁定所需最短跨链时间,通过AMM绑定曲线管理实现即时流动性效果,实现用户资产的互联互通与无感知流动性互操作性。最后,通过对比模型实验以及所提模型的跨链激励实验,对模型的耗时、稳健性和收敛半径进行测试,结果验证了所提基于凸优化的流动性合约对跨链模型高效、适用且安全。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5ddf/11604780/c2b8dba2ccec/41598_2024_78995_Fig1_HTML.jpg

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