此后,一些研究者将LLM和提示工程相结合,尝试用于求解TSP、VRP等组合优化问题,即将LLM用于优化。目前,此类研究主要聚焦于LLM的生成和推理的能力,通过提示工程给予LLM问题描述、上下文演示信息(In-Context Demonstration)以及历史信息(Optimization Trajectory)等,使LLM不断输出问题的解和启发式规则等,最终引导其求得近优解。
By continuously monitoring the data reception and consumption of various topics during the operation of TSP platform, the platform operator can continuously adjust the platform business design and application design in accordance with the business changes, and realize the continuous optimization and expansio...
By continuously monitoring the data reception and consumption of various topics during the operation of TSP platform, the platform operator can continuously adjust the platform business design and application design in accordance with the business changes, and realize the continuous optimization and expansio...
Low-Level Hybridization of Scatter Search and Particle Filter for Dynamic TSP SolvingThis work presents the application of the Scatter Search Particle Filter (SSPF) algorithm to solve the Dynamic Travelling Salesman Problem (DTSP). SSPF combines sequential estimation and combinatorial optimization ...
EMQ(杭州映云科技有限公司)是一家开源物联网数据基础设施软件供应商,交付全球领先的开源 MQTT 消息服务器和流处理数据库,提供基于云原生+边缘计算技术的一站式解决方案,实现企业云边端实时数据连接、移动、... « 上一篇 MQTT 协议 Keep Alive 详解
To optimize their order fulfillment processes, many e-commerce warehouses employ a storage assignment strategy known as scattered or mixed-shelves storage. Under this approach, unit loads of homogeneous products are divided, and individual pieces are stored in various shelves throughout the warehouse....
For the low efficiency and poor performance of the ant colony algorithm in solving TSP problems, a new quantum ant colony algorithm proposed. The models of... Y Ma,WJ Tian,YY Fan - IEEE 被引量: 5发表: 2014年 Hybrid Parallel Ant Colony Optimization for Application to Quantum Computing to ...
Optimization and Preparation of Timing Plans 30 5.6 Use of Micro-Simulation Model to Design TSP Control Strategy in Special Cases 30 5.7 Special Considerations 30 5.7.1 Developing and Deploying New or Enhanced TSP Technologies 30 5.7.2 Integration with Planned Transit ITS Project 30 5.7.3 ...
The cutting plane method is an augmentative constrained optimization procedure that is often used with continuous-domain optimization techniques such as li... S Ravanbakhsh,R Rabbany,R Greiner - 《Eprint Arxiv》 被引量: 5发表: 2014年 A robust adaptive meta-sample generation method for few-shot...
Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent. Qiyou DuanHadi G. GhauchTaejoon Kim 原文链接 谷歌学术 必应学术 百度学术 Finite-Time Error Bounds of Biased Stochastic Approximation With Application to TD-Learning. ...