Journal of Applied Sciences1812-56541812-5662Asian Network for Scientific Information10.3923/jas.2008.1125.1137KazemiA. Fazel ZarandiM.H. 7200887In this study, two scenarios are presented for solving Production-Distribution Panning Problem (PDPP) in a Decision Support System (DSS) framework. In the first scenario, a Traditional Decision Support System (TDSS) is presented for PDPP and a Genetic Algorithm (GA) is used for solving it. In the second scenario, a Multi-agent Decision Support System (MADSS) is considered for PDPP and three algorithms are used for solving it: Genetic Algorithm (GA), Tabu Search (TS) and Simulated Annealing (SA). Then an algorithm is suggested by using multi-agent system and A Teams concept. The obtained results reveal that the use of MADSS delivers better solutions to us.]]>Aydin, M.E. and T.C. Fogarty,200415455462Barnes-Schuster, D., Y. Bassok and R. Anupindi,200617416641684Beamon, B.M.,199855281294Carlsson, C. and E. Turban,200233105110Chan, C.C.H., C.B. Cheng and S.W. Huang,200626129136Chan, F.T.S. and S.H. Chung,200539661675Chan, F.T.S., S.H. Chung and S. Wadhwa,200533345355Cohen, M.A. and H.L. Lee,198836216228Claver, E., R. Gonzales and J. Llopis,200037181195Dasci, A. and V. Verter,2001129287298Fazlollahi, B. and R. Vahidov,200118229250Fischer, G. and T. Mastaglio,19917355378Fox, M.S., M. Barbuceanu and R. Teigen,200012165188Gao, S., H. Wang, D. Xu and Y. Wang,2007446078Gen, M. and R. Cheng,1997Pages: 411Pages: 411Glover F.,1987146Goldberg, D.E.,19891st Edn.,pp: 36-90pp: 36-90Hansen, P.,19861986Holland, J.H.,19922nd Edn.,Jang, Y.J., S.Y. Jang, B.M. Chang and J. Park,200243263281Jennings, N.R. and M. Wooldridge,2002Keskin, B.B. and H. Uster,2007182663682Kirkpatrick, S., C.D. Gelatt Jr. and M.P. Vecchi,1983220671680Lee, Y.H. and S.H. Kim,20002000pp: 12521259Lee, Y.H. and S.H. Kim,200243169190Lerch, F.J. and D.E. Harter,2001126382Lumsden, K., F. Dallari and R. Ruggeri,1999295066Milgate, M.,20016106118Mirchandani, D. and R. Pakath,1999353142Mohamed, Z.M.,1999588192Radermacher, F.J.,19947315328Raghavan, S.A.,19917379395Rizk, N., A. Martel and S. D’Amours,20063336003623Shim, J.P., M. Warkentin, J.F. Courtney, D.J. Power, R. Sharda and C. Carlsson,200233111126Simon, H.A.,1977Stank, T.P. and T.F. Goldsby,200057178Talukdar, S.,19931993Talukdar, S., L. Baerentzen, A. Gove and P. de Souza,19961996Thomas, D.J. and P.M. Griffin,199694115Vahidov, R. and B. Fazlollahi,200441883898Vidal, C. and M. Goetschalckx,199798118Wooldridge, M. and N.R. Jennings,199510115152Yan, H., Z. Yu and T.C.E. Cheng,20033021352155