Trading Components

DEX Interaction

• Solana DEX Support: Execute trades on Raydium, Orca, and other Solana-based DEXes with real-time price quotes, slippage protection, and transaction execution.

• Price Data: Fetch real-time prices with liquidity-weighted averaging for accurate trade execution.

• Transaction Execution: Market and limit orders with advanced features like slippage control and gas optimization (Solana fee estimation).

Swarm Management

• Optimization Algorithms: Use DE, PSO, and GWO to optimize trading strategies with adaptive parameter tuning.

• Multi-Objective Optimization: Balance profit, risk, and liquidity using NSGA-II and weighted sum methods.

• Real-Time Adaptation: Adjust strategies dynamically based on market conditions.

Blockchain Interface

• Solana Integration: Full support for Solana with balance checks, transaction creation, and fee estimation.

• Wallet Support: Seamless integration with Phantom and Solflare for secure transaction signing.

• Transaction Management: Automatic nonce handling and transaction status tracking.

Market Data Service

• Chainlink Integration: Fetch reliable price feeds for Solana tokens.

• Real-Time Tracking: Monitor price and liquidity with fallback mechanisms for data accuracy.

• Historical Data: Access historical price data for strategy backtesting.

Position Management

• Position Tracking: Monitor open positions with real-time updates and persistent storage.

• Entry/Exit Strategies: Automate entry and exit points based on swarm-optimized signals.

• Profit/Loss Tracking: Calculate and visualize P&L for all trades.

Risk Management

• Solana-Specific Controls: Set position sizing, stop-loss, and exposure limits.

• Real-Time Monitoring: Track risk metrics like drawdown and exposure in real time.

• Configurable Parameters: Customize risk settings for different trading strategies.

Monitoring System

• Analytics Dashboards: View trade history, performance metrics, and risk exposure.

• Detailed Logging: Log all trades and agent activities for auditing and debugging.

• Visualization: Interactive charts for trade performance and market trends.