Analysing the effect of demand uncertainty in dynamic pricing with EAs. (2009)
Conference Proceeding
SHAKYA, S., OLIVEIRA, F. and OWUSU, G. 2009. Analysing the effect of demand uncertainty in dynamic pricing with EAs. In Bramer, M., Petridis, M. and Coenen, F. (eds.) Research and development in intelligent systems XXV: proceedings of the 28th British Computer Society's Specialist Group on Artificial Intelligence (SGAI) international conference on innovative techniques and applications of artificial intelligence (AI-2008), 9-11 December 2008, Cambridge, UK. London: Springer [online], pages 77-90. Available from: https://doi.org/10.1007/978-1-84882-171-2_6

Dynamic pricing is a pricing strategy where a firm adjust the price for their products and services as a function of its perceived demand at different times. In this paper, we show how Evolutionary algorithms (EA) can be used to analyse the effect of... Read More about Analysing the effect of demand uncertainty in dynamic pricing with EAs..

An application of EDA and GA to dynamic pricing. (2007)
Conference Proceeding
SHAKYA, S., OLIVEIRA, F. and OWUSU, G. 2007. An application of EDA and GA to dynamic pricing. In Proceedings of the 9th Annual conference on genetic and evolutionary computation (GECCO '07), 7-11 July 2007, London, UK. New York: ACM [online], pages 585-592. Available from: https://doi.org/10.1145/1276958.1277078

E-commerce has transformed the way firms develop their pricing strategies, producing shift away from fixed pricing to dynamic pricing. In this paper, we use two different Estimation of distribution algorithms (EDAs), a Genetic Algorithm (GA) and a Si... Read More about An application of EDA and GA to dynamic pricing..