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PARALLEL NONLINEAR MULTISPLITTING RELAXATION METHODS
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作者 WANG DEREN AND BAI ZHONGZHI(Department of Mathematics, Shanghai University of Science and Technology, Shanghai 201800). 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 1995年第3期251-266,共16页
By further generalizing Frommer's results in the sense of nonlinear multisplitting, we build a class of nonlinear multisplitting AOR-type methods, which covers many rather practical nonlinear multisplitting relaxa... By further generalizing Frommer's results in the sense of nonlinear multisplitting, we build a class of nonlinear multisplitting AOR-type methods, which covers many rather practical nonlinear multisplitting relaxation methods such as multisplitting AOR-Newton method, multisplitting AOR-chord method and multisplitting AOR-Steffensen method, etc.. Furthermore,a general convergence theorem for the nonlinear multisplitting AOR-type methods and the local convergence for the multisplitting AOR-Newton method are discussed in detail.A lot of numerical tests show that our new methods are feasible and satisfactory. 展开更多
关键词 nonlinear system of equations nonlinear multisplitting relaxed method local convergence
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SPECTRAL DY-TYPE PROJECTION METHOD FOR NONLINEAR MONOTONE SYSTEM OF EQUATIONS 被引量:2
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作者 Jinkui Liu Shengjie Li 《Journal of Computational Mathematics》 SCIE CSCD 2015年第4期341-355,共15页
In this paper, we propose a spectral DY-type projection method for nonlinear mono- tone system of equations, which is a reasonable combination of DY conjugate gradient method, the spectral gradient method and the proj... In this paper, we propose a spectral DY-type projection method for nonlinear mono- tone system of equations, which is a reasonable combination of DY conjugate gradient method, the spectral gradient method and the projection technique. Without the differen- tiability assumption on the system of equations, we establish the global convergence of the proposed method, which does not rely on any merit function. Furthermore, this method is derivative-free and so is very suitable to solve large-scale nonlinear monotone systems. The preliminary numerical results show the feasibility and effectiveness of the proposed method. 展开更多
关键词 nonlinear monotone system of equations spectral gradient method DY conjugate gradient method Projection method Global convergence.
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ON MONOTONE CONVERGENCE OF NONLINEARMULTISPLITTING RELAXATION METHODS
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作者 WANGDEREN BAIZHONGZHI 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 1994年第3期335-348,共14页
A class ofparallel nonlinear multisplitting AOR methods is set upby directly ltisplittingthe nonlinear mapping F:D C Rn、R”for solving the nonlinear system of equationsF(x)= 0.The different choices of the relaxati... A class ofparallel nonlinear multisplitting AOR methods is set upby directly ltisplittingthe nonlinear mapping F:D C Rn、R”for solving the nonlinear system of equationsF(x)= 0.The different choices of the relaxation par。ters c。 yield all the kn。n and a lotof new rel8Xatlon methods as well as a M of new relaxatlon parallel nonlinear multisplittingmethods.Thetwrvsided approximation properties and th IMuences on convergence Mmthe relaxatlon parameters about the new methods are shown,and the sufficient conditionsguaranteeing the methods to converge globally are discussed.FlnallL aht ofnumericalresultsshow that the methods are feasible and efficient. 展开更多
关键词 nonlinear system of equations nonlinear multlsplltting Monotonlcltys Global convergence.
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