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strategy optimization

4 articles · Page 1 of 1
Bighead's Algorithm Notes
Bighead's Algorithm Notes
Aug 30, 2026 · Artificial Intelligence

EvoQuant: How Large Language Models Can Self‑Evolve as Quantitative Researchers

EvoQuant introduces a self‑evolving, validator‑guided framework that lets large language models diagnose, propose, and verify improvements to existing quantitative trading strategies, achieving Sharpe ratio gains of up to 199% across A‑share and cryptocurrency benchmarks while demonstrating robustness through ablation and walk‑forward tests.

EvoQuantSharpe ratioablation study
0 likes · 19 min read
EvoQuant: How Large Language Models Can Self‑Evolve as Quantitative Researchers
Architecture and Beyond
Architecture and Beyond
May 23, 2026 · Artificial Intelligence

What Happens When AI Agents Can Self‑Evolve Like Humans?

The article examines why static AI agents are insufficient, outlines four self‑evolution pathways—context, skill, collective intelligence, and strategy—illustrates each with concrete implementations such as Hermes and Ultron, and proposes a phased roadmap while highlighting evaluation, governance, and security challenges.

AI agentsSelf-EvolutionSkill Management
0 likes · 16 min read
What Happens When AI Agents Can Self‑Evolve Like Humans?
Ctrip Technology
Ctrip Technology
Aug 8, 2024 · Backend Development

Design and Implementation of the Eagle Algorithm Strategy Platform at Ctrip

This article details the architecture, component design, DAG execution engine, optimization techniques, and real‑world performance gains of Ctrip's Eagle algorithm strategy platform, illustrating how modular, visualized, and automated workflow management improves development efficiency, stability, and resource utilization for large‑scale recommendation services.

Algorithm PlatformCtripDAG execution
0 likes · 25 min read
Design and Implementation of the Eagle Algorithm Strategy Platform at Ctrip
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Nov 24, 2021 · Cloud Computing

How Proactive Link Monitoring Transforms Cloud Network Reliability

This article explains Huawei Cloud Stack's proactive link monitoring system, detailing its point‑line‑plane architecture, golden metrics of packet loss and latency, detection techniques, system components, and key innovations such as strategy optimization, alarm aggregation, and visualized performance dashboards for cloud data‑center networks.

Network Reliabilitycloud monitoringdata center
0 likes · 13 min read
How Proactive Link Monitoring Transforms Cloud Network Reliability