On the tractability of the piecewise-linear approximation for general discrete-choice network revenue management

The choice network revenue management (RM) model incorporates customer purchase behavioras customers purchasing products with certain probabilities that are a function of the offeredassortment of products, and is the appropriate model for airline and hotel network revenuemanagement, dynamic sales of bundles, and dynamic assortment optimization. The underlyingstochastic dynamic program is intractable and even its certainty-equivalence approximation, inthe form of a linear program called Choice Deterministic Linear Program (CDLP) is difficultto solve in most cases. The separation problem for CDLP is NP-complete for MNL with justtwo segments when their consideration sets overlap; the affine approximation of the dynamicprogram is NP-complete for even a single-segment MNL. This is in contrast to the independentclass(perfect-segmentation) case where even the piecewise-linear approximation has been shownto be tractable. In this paper we investigate the piecewise-linear approximation for network RMunder a general discrete-choice model of demand. We show that the gap between the CDLP andthe piecewise-linear bounds is within a factor of at most 2. We then show that the piecewiselinearapproximation is polynomially-time solvable for a fixed consideration set size, bringing itinto the realm of tractability for small consideration sets; small consideration sets are a reasonablemodeling tradeoff in many practical applications. Our solution relies on showing that forany discrete-choice model the separation problem for the linear program of the piecewise-linearapproximation can be solved exactly by a Lagrangian relaxation. We give modeling extensionsand show by numerical experiments the improvements from using piecewise-linear approximationfunctions.

Consumer Advisory: Debt Collections & Debt Collection Scams, February 2015

The Attorney General’s Consumer Protection Division receives hundreds of calls and consumer complaints every year. Follow these tips to avoid unexpected expense and disappointments. This record is about: Tax Time Scams & Tips

Tourism destination zoning in rural regions: a consumer-based approach in Terres de l’Ebre

This document puts into question the conventional way of delineating tourism destinations. It intends to show a model of spatial analysis, to find new interpretations of the reality, more balanced and more optimized, in comparison with other territorial views most of them based on administrative boundaries. This paper portrays a methodological exercise that aims to structure tourism geographies into new tourism areas on the basis of visitor’s consumption patterns, which would be better fitted to the needs of tourist demand

A new heuristic method for solving spatially constrained forest planning problems based on mitigation of infeasibilities radiating outward from a forced choice

[Abstract]

El "teenage consumer" a la Gran Bretanya de postguerra.

El final de la segona guerra mundial va marcar el principi d’un nou context internacional on els Estats Units i la URSS, cada un amb el seu sistema econòmic, es varen convertir en les dues potències mundials en lluita per l’hegemonia mundial. Al bloc occidental els Estats Units varen començar a exercir la seva influència per a estendre un model de societat basat en el consum que es convertirà en el model predominant durant tot el segle XX. Fora dels Estats Units el primer en començar a adoptar aquest mode de vida basat principalment en el consum va ser el teenage consumer britànic. Aquest tipus d’individu altament americanitzat que va sorgir al Regne Unit de postguerra es convertiria en un signe dels canvis que encara havien de venir. Aquest treball pretén definir la figura del teenage consumer, analitzar les causes del seu sorgiment, les seves característiques, els seus hàbits de consum i com va contribuir a la creació de la societat de consum.

Forest owners' acceptance of incentive based policy instruments in forest biodiversity conservation : a choice experiment based approach

Abstract

Reply to the letter to the editor "Freedom of choice".

Réponse au commentaire de: Gnädinger M. Freedom of choice. Swiss Med Wkly. 2012 Mar 22;142:0. doi:10.4414/smw.2012.13527. PMID: 22441992.

Spanish E-Consumer Segmentation and Positioning in Virtual Supermarkets Sector

This article analyses different factors that influence the purchasing behaviour of online supermarket customers. These factors are related to both the appearance of the website as well as the processes that take place when making the purchase. Based on these analyses, the various groups of consumers with homogenous behaviour are studied and positioned according to their attitudes. The analysis also allows the quality of the service offered by this kind of establishment to be defined, as well as the main dimensions in which it develops. In the conclusions, factors which should influence the manager of an online supermarket to improve the quality of its service are given

Consumer Focus: These Chips and Good for You: New Credit and Debit Card Chips, April 2016

The Attorney General’s Consumer Protection Division receives hundreds of calls and consumer complaints every year. Follow these tips to avoid unexpected expense and disappointments. This record is about: New Credit and Debit Card Chips

Final Report: Senate File 505 Health Consumer Ombudsman Alliance December 2015

This report was prepared pursuant to Senate File 505, which tasks the Office of the State Long-Term Care Ombudsman with convening a multiagency workgroup to gather information and provide recommendations for the establishment of a Health Consumer Ombudsman Alliance.

Iowa Health Benefit Exchange Consumer Outreach & Education Report, December 2012

This report was developed by the Iowa Department of Public Health (IDPH) and it outlines consumer education and outreach research and strategies for Iowa’s Health Benefit Exchange. It reflects an initial draft plan for further discussion and amendment. Iowa’s Health Benefit Exchange will only succeed if there is stakeholder involvement in the planning process, extensive consumer education and engagement, and continued outreach.

Going with the consumer towards the social Web environment : a review of extant knowledge

The social Web environment cannot be explained without taking into account the use made by consumers of the web technologies in the field of e-commerce. Starting with a systematic background of the growing body of research on marketing and consumer behaviour on the Web; this article presents a critical review of the main contributions on this theme, integrating also the research field of consumer behaviour in the social Web environment. It concludes with some managerial guidelines for successful use of the social Web in the commercial activities and in the establishment of fruitful relationships between the consumers and the brand.