Capacity Constrained Assortment Optimization Under the Markov Chain Based Choice Model

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Capacity Constrained Assortment Optimization under the Markov Chain based Choice Model

Assortment optimization is an important problem that arises in many practical applications such as retailing and online advertising. In such settings, the goal is to select a subset of items to offer from a universe of substitutable items in order to maximize expected revenue when consumers exhibit a random substitution behavior. We consider a capacity constrained assortment optimization proble...

متن کامل

Robust Assortment Optimization under the Markov Chain Model

Assortment optimization problems arise widely in many practical applications such as retailing and online advertising. In this problem, the goal is to select a subset from a universe of substitutable items to offer to customers in order to maximize the expected revenue. The demand of any item depends on the substitution behavior of the customers that is captured mathematically by a choice model...

متن کامل

Assortment Optimization under General Choice

We consider the static assortment optimization problem – a central decision problem faced by operations managers that has been widely studied in the literature. The decision deals with finding the assortment of products (from a larger universe of products) that maximizes the expected revenue subject to a constraint on the size of the assortment. More concretely, if N = {1, 2, . . . , N} denotes...

متن کامل

Assortment Optimization and Pricing under a Nonparametric Tree Choice Model

We consider assortment and pricing problems when customers purchase products according to a nonparametric choice model. Each customer arrives with a preference list and will purchase the highest-ranking offered product in her preference list. We assume the set of customer classes is derived from paths in a tree, where the order of nodes visited along each path gives the corresponding preference...

متن کامل

Assortment Optimization Under the Mallows model

A common problem that arises in many applications in practice is to determine the subset (or 3 assortment) of items to offer to a user. We focus on the concrete setting in which a retailer must 4 decide the subset of products to offer to each arriving customer (either online or in a brick-and-mortar 5 store). The retailer chooses the subset from a large universe U of products with the objective...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: SSRN Electronic Journal

سال: 2015

ISSN: 1556-5068

DOI: 10.2139/ssrn.2626484