medium · Market Microstructure market-impact

A VWAP algorithm targets 10% of market volume each hour over a 6.5-hour trading day, implying a target child-order size of 10,000 shares per hour if average hourly volume is 100,000 shares. In the first hour, actual market volume is 200,000 shares (double the forecast).

How should the VWAP algorithm adjust its execution rate for the remaining 5.5 hours to stay on track with the VWAP benchmark?

  1. Increase the child-order execution rate across the remaining hours to compensate for the slower-than-expected pace recorded during the unexpectedly quiet first hour, since the algorithm now sits behind its intended volume-tracking schedule
  2. The algorithm needs no adjustment whatsoever because a well-designed, adaptive VWAP strategy automatically rebalances its participation rate against realized intraday volume in real time without any manual intervention from the trading desk
  3. Reduce the child-order rate in remaining hours, because the algorithm already executed 10% of 200,000 = 20,000 shares in hour 1 (double the original plan), and must reduce future participation to avoid over-executing relative to the total order size
  4. Cancel the algorithm entirely and switch instead to a straightforward TWAP strategy, since TWAP schedules its child-order execution purely by elapsed clock time and is therefore entirely unaffected by unexpected swings in intraday market volume levels

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