Problem definition: We study a monopolistic robust pricing problem in which the seller does
not know the customers' valuation distribution for a product but knows its mean and …

Product bundling is a common selling mechanism used in online retailing. To set profitable
bundle prices, the seller needs to learn consumer preferences from the transaction data …

It is well-known that selling different goods in a single bundle can significantly increase
revenue. However, bundling is no longer profitable if the goods have high production costs …

For a large class of demand models that allow for multiple consumer types, we present
performance guarantees for simple nonpersonalized pricing heuristics relative to optimal …

Firms selling multiple products usually adopt bundle pricing in their marketing strategy for
the purpose of extracting large consumer surplus. In this paper, we propose and analyze a …

We develop a general framework for selecting a small pool of candidate solutions to
maximize the chances that one will be optimal for a combinatorial optimization problem …

Bilevel optimization, a hierarchical mathematical framework where one optimization problem
is nested within another, has emerged as a powerful tool for modeling complex decision …

Assortment optimization has received active explorations in the past few decades due to its
practical importance. Despite the extensive literature dealing with optimization algorithms …

Bundle promotions have become increasingly popular among online retailers due to their
potential in increasing revenue and profit. They take various forms depending on how …

The existing literature on bundle promotions primarily centers on products with uniform or
negligible costs, often ignoring the intricacies of heterogeneous cost scenarios. This gap is …