id: 05609906 dt: a an: 05609906 au: Ichikawa, Kohei; Yada, Katsutoshi; Nakachi, Namiko; Washio, Takashi ti: Optimization of budget allocation for TV advertising. so: Velásquez, Juan D. (ed.) et al., Knowledge-based and intelligent information and engineering systems. 13th international conference, KES 2009, Santiago, Chile, September 28‒30, 2009. Proceedings, Part II. Berlin: Springer (ISBN 978-3-642-04591-2/pbk). Lecture Notes in Computer Science 5712. Lecture Notes in Artificial Intelligence, 270-277 (2009). py: 2009 pu: Berlin: Springer la: EN cc: ut: advertising; optimal budget allocation; GA ci: li: doi:10.1007/978-3-642-04592-9_34 ab: Summary: This research aims to present an analysis to optimally allocate advertising budgets based on single source data on consumers’ views of TV advertising. A model of consumer behavior and an optimality criterion for the advertising budget allocation are proposed together with a GA based optimization algorithm. Through the analysis, we discovered some knowledge to improve the effectiveness of advertising for several products. rv: