Grant: Discovery Grants Program - Individual
HEC Montréal
$52,000.00
Dynamic Games: Theory, Algorithms and Applications
EF 2024-25
Résumé
The objective of this research program is to develop mathematical models and efficient algorithms to solve practical problems in closed-loop supply chains, environmental management and dynamic pricing. All the problems under consideration share two features that make them dynamic games: they involve few economic agents (firms, countries) having interdependent payoffs; and they are inherently dynamic, i.e., the agents compete or cooperate repeatedly over time, and an accumulation process is present, e.g., production capacity or pollution stock.
(i)Supply chains. Lack of coordination between the members of a supply chain leads to inefficiencies, i.e., lower profits for manufacturers and retailers and a lower consumer surplus. The objective of this research is to design mechanisms to eliminate these inefficiencies. Also, it aims at increasing (re)manufacturing with used parts and recycling in closed-loop supply chains.
(ii)Environmental management. Despite alarming statements being made by scientists and policy makers regarding the urgency of dealing with global environmental issues, there is still no constraining international environmental agreement (IEA) on controlling emissions. This research aims to contribute to: (1) the design of IEAs, including the formation of an IEA between structurally different countries; (2) the development of incentive strategies to reduce emissions; and (3) the design of cooperative mechanisms using large-scale economic-environmental models.
(iii)Dynamic pricing. The online retail industry has been booming for some time, with 10% annual growth over the last five years. E-commerce offers retailers the possibility of easily varying their prices over time (and by consumer). This project intends to bring strategic consumers into the analysis of competitive pricing. These consumers anticipate future drops in prices and can wait to purchase the product. By ignoring such a decision-making pattern, retailers may end up with a revenue loss of between 20 and 60%. This research also deals with pricing strategies for opaque goods, i.e., products whose attributes (e.g., the hotel name) are disclosed to the buyer only after the transaction has been completed.
The conceptual contribution of this research is in developing existence and uniqueness equilibrium results in some classes of the dynamic games framework, which is a natural choice in order to account for uncertainty in the above-mentioned applications. At a computational level, the algorithms designed to solve the applied problems will be accessible to researchers working in varied areas. At an applied level, eliminating the inefficiencies in supply chains is of clear value to business and to scholars with an interest in mechanism design. Similarly, defining mechanisms for reducing pollution is of interest to researchers, policy makers and society in general. And finally, understanding dynamic pricing helps firms design suitable marketing and operations strategies.
Programme
Discovery Grants Program - Individual
Bénéficiaire
Emplacement
Quebec, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
RGPIN-2021-02462
Name nom
Zaccour, Georges
Department département
Decision Sciences
Organization id
65
Institution établissement
HEC Montréal
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2021
Award amount
52000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1509
Committee name en
Civil, Industrial and Systems Engineering
Committee name fr
Génie civil, industriel et des systèmes
Area of application code
1002
Area of application group en
Northern development
Area of application group fr
Développement du nord
Area of application en
Environment
Area of application fr
Environnement
Research subject code
1600
Research subject group en
Industrial engineering
Research subject group fr
Génie industriel
Research subject en
Industrial engineering
Research subject fr
Génie industriel
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Dynamic Games: Theory, Algorithms and Applications
Keywords
dynamic games theory; computation of equilibria; games played over event trees; incentives in closed-loop supply chains; coordination in supply chains; environmental management; sustainability of cooperation; international environmental agreements; dynamic pricing; opaque goods
Application summary
The objective of this research program is to develop mathematical models and efficient algorithms to solve practical problems in closed-loop supply chains, environmental management and dynamic pricing. All the problems under consideration share two features that make them dynamic games: they involve few economic agents (firms, countries) having interdependent payoffs; and they are inherently dynamic, i.e., the agents compete or cooperate repeatedly over time, and an accumulation process is present, e.g., production capacity or pollution stock.
(i)Supply chains. Lack of coordination between the members of a supply chain leads to inefficiencies, i.e., lower profits for manufacturers and retailers and a lower consumer surplus. The objective of this research is to design mechanisms to eliminate these inefficiencies. Also, it aims at increasing (re)manufacturing with used parts and recycling in closed-loop supply chains.
(ii)Environmental management. Despite alarming statements being made by scientists and policy makers regarding the urgency of dealing with global environmental issues, there is still no constraining international environmental agreement (IEA) on controlling emissions. This research aims to contribute to: (1) the design of IEAs, including the formation of an IEA between structurally different countries; (2) the development of incentive strategies to reduce emissions; and (3) the design of cooperative mechanisms using large-scale economic-environmental models.
(iii)Dynamic pricing. The online retail industry has been booming for some time, with 10% annual growth over the last five years. E-commerce offers retailers the possibility of easily varying their prices over time (and by consumer). This project intends to bring strategic consumers into the analysis of competitive pricing. These consumers anticipate future drops in prices and can wait to purchase the product. By ignoring such a decision-making pattern, retailers may end up with a revenue loss of between 20 and 60%. This research also deals with pricing strategies for opaque goods, i.e., products whose attributes (e.g., the hotel name) are disclosed to the buyer only after the transaction has been completed.
The conceptual contribution of this research is in developing existence and uniqueness equilibrium results in some classes of the dynamic games framework, which is a natural choice in order to account for uncertainty in the above-mentioned applications. At a computational level, the algorithms designed to solve the applied problems will be accessible to researchers working in varied areas. At an applied level, eliminating the inefficiencies in supply chains is of clear value to business and to scholars with an interest in mechanism design. Similarly, defining mechanisms for reducing pollution is of interest to researchers, policy makers and society in general. And finally, understanding dynamic pricing helps firms design suitable marketing and operations strategies.