05. Optimizing Order Execution
AI For Trading C6 L5 A05 Optimizing -Order Execution V2
Overcoming Trading Strategy Hurdles
Developing a trading strategy is just the start. Bridging the gap between theoretical models and real-world performance requires addressing several key factors:
Trading Fees and Costs:
- Consider all fees, including exchange charges, brokerage commissions, and volume-based fees.
- Include these costs in back and forward testing to simulate realistic outcomes.
Bid-Ask Spread:
- Use limit orders to manage bid-ask spreads. Higher profits may balance higher spread costs.
- Order placement strategies should account for fluctuation risks.
Slippage:
- Be aware of price shifts during order execution due to market volatility or illiquidity.
- Break large orders into smaller chunks to minimize market impact or avoid illiquid assets.
Order Types:
- Use bracket orders to handle high market fluctuations, setting both stop-loss and take-profit limits.
Incorporate these considerations into strategies to enhance their effectiveness and mitigate risk. Test different scenarios to refine execution for better profitability."}