Abstract
In this paper, a general algorithm for solving Generalized Geometric Programming with nonpositive degree of difficulty is proposed. It shows that under certain assumptions the primal problem can be transformed and decomposed into several subproblems which are easy to solve, and furthermore we verify that through solving these subproblems we can obtain the optimal value and solutions of the primal problem which are global solutions. At last, some examples are given to vindicate our conclusions.
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Duffin, R.J., Peterson, E.L.: Duality theory for geometric programming. SIAM. J. Appl. Math. 14, 1307–1349 (1966)
Duffin, R.J., Peterson, E.L., Zener, C.: In: Geometric Programming Theory and Applications [M], pp. 115–140. Wiley, New York (1967)
Duffin, R.J., Peterson, E.L.: Geometric programming with signomial. J. Optim. Theory Appl. 11(1), 3–35 (1973)
Avriel, M., Williams, A.C.: An extension of geometric programming with applications in engineering optimization. J. Eng. Math. 5(3), 187–199 (1971)
Nand, K.J.: Geometric programming based robot control design. Comput. Eng. 29(1–4), 631–635 (1995)
Jefferson, T.R., Scott, C.H.: Generalized geometric programming applied to problems of optimal control: I. Theory. J. Optim. Theory Appl. 26(1), 117–129 (1978)
Ecker, J.G.: Geometric programming: Methods, computations and applications. SIAM Rev. 22(3), 338–362 (1980)
Kortanek, K.O., Xiaojie, X., Yinyu, Y.: An infeasible interior-point algorithm for solving primal and dual geometric programs. Math. Program. 76, 155–181 (1996)
Maranas, C.D., Floudas, C.A.: Global optimization in generalized geometric programming. Comput. Chem. Eng. 21(4), 351–369 (1997)
Wang, Y., Zhang, K., Gao, Y.: Global optimization of generalized geometric programming. Comput. Math. Appl. 48(10–11), 1505–1516 (2004)
Shushun, K.: Optimality conditions for generalized geometric programming. Math. Pract. Theory 14(2), 21–28 (1984)
Alejandre, J.L., Allueva, A., Gonzalez, J.M.: A general alternative procedure for solving negative degree of difficulty problems in geometric programming. Comput. Optim. Appl. 27, 83–93 (2004)
Sinha, S.B., Biswas, A., Biswal, M.P.: Geometric programming problems with negative degree of difficulty. Eur. J. Oper. Res. 28, 101–103 (1987)
Bricker, D.L., Choi, J.C., Rajpopal, J.: On geometric programming problems having negative degrees of difficulty. Eur. J. Oper. Res. 68, 427–430 (1993)
Islam, S., Roy, T.K.: Modified geometric programming problem and its applications. J. Appl. Math. Comput. 17(1–2), 121–144 (2005)
Charles, B., Phillips, D.T.: In: Applied Geometric Programming [M], pp. 860–956. Wiley, New York (1976)
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Yanjun, W., Tao, L. & Zhian, L. A general algorithm for solving Generalized Geometric Programming with nonpositive degree of difficulty. Comput Optim Appl 44, 139–158 (2009). https://doi.org/10.1007/s10589-007-9148-3
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DOI: https://doi.org/10.1007/s10589-007-9148-3