A-1 Monthly Public Assistance Statistical Report Family Investment Program, May 2007

A-1 - Monthly Public Assistance Statistical Report Family Investment Program - May 2007

A-1 Monthly Public Assistance Statistical Report Family Investment Program, June 2007

A-1 - Monthly Public Assistance Statistical Report Family Investment Program - June 2007

A-1 Monthly Public Assistance Statistical Report Family Investment Program, July 2007

A-1 - Monthly Public Assistance Statistical Report Family Investment Program - July 2007

A-1 Monthly Public Assistance Statistical Report Family Investment Program, August 2007

A-1 - Monthly Public Assistance Statistical Report Family Investment Program - August 2007

Equivalence of piecewise-linear approximation and Lagrangian relaxation for network revenue management

The network revenue management (RM) problem arises in airline, hotel, media,and other industries where the sale products use multiple resources. It can be formulatedas a stochastic dynamic program but the dynamic program is computationallyintractable because of an exponentially large state space, and a number of heuristicshave been proposed to approximate it. Notable amongst these -both for their revenueperformance, as well as their theoretically sound basis- are approximate dynamic programmingmethods that approximate the value function by basis functions (both affinefunctions as well as piecewise-linear functions have been proposed for network RM)and decomposition methods that relax the constraints of the dynamic program to solvesimpler dynamic programs (such as the Lagrangian relaxation methods). In this paperwe show that these two seemingly distinct approaches coincide for the network RMdynamic program, i.e., the piecewise-linear approximation method and the Lagrangianrelaxation method are one and the same.

Iowa Sales and Use Tax Annual Statistical Report 1998

Iowa Sales and Use Tax Annual Statistical Report 1998

Iowa Sales and Use Tax Annual Statistical Report 1999

Iowa Sales and Use Tax Annual Statistical Report 1999

Iowa Sales and Use Tax Annual Statistical Report 2000

Iowa Sales and Use Tax Annual Statistical Report 2000

Iowa Sales and Use Tax Annual Statistical Report 2001

Iowa Sales and Use Tax Annual Statistical Report 2001

Iowa Sales and Use Tax Annual Statistical Report 2002

Iowa Sales and Use Tax Annual Statistical Report 2002

Iowa Sales and Use Tax Annual Statistical Report 2003

Iowa Sales and Use Tax Annual Statistical Report 2003

Iowa Sales and Use Tax Annual Statistical Report 2004

Iowa Sales and Use Tax Annual Statistical Report 2004

Iowa Sales and Use Tax Annual Statistical Report 2005

Iowa Sales and Use Tax Annual Statistical Report 2005

Iowa Sales and Use Tax Annual Statistical Report 2006

Iowa Sales and Use Tax Annual Statistical Report 2006