There are no "complex algorithms" involved at all. The fewer seats available on the given flight, the more expensive they become. It's called supply and demand, the basic premise of how this country works. The OP wanted to change a flight at the last minute, the available seats now cost more because there are fewer of them. It's the same regardless of the circumstances for every airline on the planet.
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