algo-price-dynamic
Dynamic Pricing
Overview
Dynamic pricing adjusts prices in real-time based on demand signals, time, inventory, and competitive conditions. Common in airlines, hotels, ride-sharing, and e-commerce. Objective: maximize revenue (or profit) subject to capacity/inventory constraints.
When to Use
Trigger conditions:
- Pricing perishable inventory (hotel rooms, airline seats, event tickets)
- Implementing demand-responsive pricing for e-commerce
- Building surge pricing or time-based pricing systems
When NOT to use:
- For one-time pricing decisions (use Van Westendorp or conjoint)
- When price changes are impractical (regulated markets, long-term contracts)
Algorithm
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