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Global Optimization Algorithm for Minimizing Linear Fractional Programming
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作者 ZHAO Peng SHEN Pei-ping ZHONG Zhe-wei 《Chinese Quarterly Journal of Mathematics》 2026年第1期50-59,共10页
In this paper,we study a class of Linear Fractional Programming on a nonempty bounded set,called the Problem(LFP),and design a branch and bound algorithm to find the global optimal solution of the problem(LFP).First,w... In this paper,we study a class of Linear Fractional Programming on a nonempty bounded set,called the Problem(LFP),and design a branch and bound algorithm to find the global optimal solution of the problem(LFP).First,we convert the problem(LFP)to the equivalent problem(EP2).Secondly,by applying the linear relaxation technique to the problem(EP2),the linear relaxation programming problem(LRP2Y)was obtained.Then,the overall framework of the algorithm is given,and the convergence and complexity of the algorithm are analyzed.Finally,experimental results are listed to illustrate the effectiveness of the algorithm. 展开更多
关键词 Global optimization Linear fractional programming Branch and bound algorithm Linear relaxation
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A New Approach of Solving Linear Fractional Programming Problem (LFP) by Using Computer Algorithm
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作者 Sumon Kumar Saha Md. Rezwan Hossain +1 位作者 Md. Kutub Uddin Rabindra Nath Mondal 《Open Journal of Optimization》 2015年第3期74-86,共13页
In this paper, we study a new approach for solving linear fractional programming problem (LFP) by converting it into a single Linear Programming (LP) Problem, which can be solved by using any type of linear fractional... In this paper, we study a new approach for solving linear fractional programming problem (LFP) by converting it into a single Linear Programming (LP) Problem, which can be solved by using any type of linear fractional programming technique. In the objective function of an LFP, if &beta;is negative, the available methods are failed to solve, while our proposed method is capable of solving such problems. In the present paper, we propose a new method and develop FORTRAN programs to solve the problem. The optimal LFP solution procedure is illustrated with numerical examples and also by a computer program. We also compare our method with other available methods for solving LFP problems. Our proposed method of linear fractional programming (LFP) problem is very simple and easy to understand and apply. 展开更多
关键词 LINEAR programming LINEAR fractional programming Problem COMPUTER Program
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Sufficiency and Duality for Nondif ferentiable Multiobjective Fractional Programming Problems with (Φ,ρ,α)-V-Invexity 被引量:2
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作者 闫春雷 杨舒先 《Journal of Donghua University(English Edition)》 EI CAS 2017年第2期178-183,共6页
A new concept of(Φ,ρ,α)-V-invexity for differentiable vector-valued functions is introduced,which is a generalization of differentiable scalar-valued(Φ,ρ)-invexity.Based upon the(Φ,ρ,α)-V-invex functions,suffi... A new concept of(Φ,ρ,α)-V-invexity for differentiable vector-valued functions is introduced,which is a generalization of differentiable scalar-valued(Φ,ρ)-invexity.Based upon the(Φ,ρ,α)-V-invex functions,sufficient optimality conditions and MondWeir type dual theorems are derived for a class of nondifferentiable multiobjective fractional programming problems in which every component of the objective function and each constraint function contain a term involving the support function of a compact convex set. 展开更多
关键词 nondifferentiable multiobjective fractional programming efficiency ρ α)-V-invexity SUFFICIENCY DUALITY
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Goal Programming for Solving Fractional Programming Problem in Fuzzy Environment 被引量:2
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作者 Anil Kumar Nishad Shiva Raj Singh 《Applied Mathematics》 2015年第14期2360-2374,共15页
This paper is comprised of the modeling and optimization of a multi objective linear programming problem in fuzzy environment in which some goals are fractional and some are linear. Here, we present a new approach for... This paper is comprised of the modeling and optimization of a multi objective linear programming problem in fuzzy environment in which some goals are fractional and some are linear. Here, we present a new approach for its solution by using α-cut of fuzzy numbers. In this proposed method, we first define membership function for goals by introducing non-deviational variables for each of objective functions with effective use of α-cut intervals to deal with uncertain parameters being represented by fuzzy numbers. In the optimization process the under deviational variables are minimized for finding a most satisfactory solution. The developed method has also been implemented on a problem for illustration and comparison. 展开更多
关键词 FUZZY Sets Trapezoidal FUZZY Number (TFN) MULTI-OBJECTIVE LINEAR programming PROBLEM (MOLPP) MULTI-OBJECTIVE LINEAR fractional programming PROBLEM (MOLfpP)
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Optimality conditions and duality for a class of nondifferentiable multiobjective generalized fractional programming problems 被引量:1
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作者 GAO Ying RONG Wei-dong 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2008年第3期331-344,共14页
This paper studies a class of multiobjective generalized fractional programming problems, where the numerators of objective functions are the sum of differentiable function and convex function, while the denominators ... This paper studies a class of multiobjective generalized fractional programming problems, where the numerators of objective functions are the sum of differentiable function and convex function, while the denominators are the difference of differentiable function and convex function. Under the assumption of Calmness Constraint Qualification the Kuhn-Tucker type necessary conditions for efficient solution are given, and the Kuhn-Tucker type sufficient conditions for efficient solution are presented under the assumptions of (F, α, ρ, d)-V-convexity. Subsequently, the optimality conditions for two kinds of duality models are formulated and duality theorems are proved. 展开更多
关键词 operations research multiobjective generalized fractional programming optimality condition duality theorem generalized convexity
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The Optimal Conditions of the Linear Fractional Programming Problem with Constraint 被引量:1
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作者 SUN Jian-she YE Liu-qing 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2006年第4期553-556,共4页
In this article,the authors discuss the optimal conditions of the linear fractionalprogramming problem and prove that a locally optional solution is a globally optional solution and the locally optimal solution can be... In this article,the authors discuss the optimal conditions of the linear fractionalprogramming problem and prove that a locally optional solution is a globally optional solution and the locally optimal solution can be attained at a basic feasible solution withconstraint condition. 展开更多
关键词 linear fractional programming problem pseudo-convex function optimal solution CONSTRAINT
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Optimality and Duality on Fractional Multi-objective Programming Under Semilocal E-convexity 被引量:1
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作者 HU Qing-jie XIA O Yun-hai CHEN Nei-ping 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第2期200-210,共11页
In this paper, some necessary and sufficient optimality conditions are obtained for a fractional multiple objective programming involving semilocal E-convex and related functions. Also, some dual results are establish... In this paper, some necessary and sufficient optimality conditions are obtained for a fractional multiple objective programming involving semilocal E-convex and related functions. Also, some dual results are established under this kind of generalized convex functions. Our results generalize the ones obtained by Preda[J Math Anal Appl, 288(2003) 365-382]. 展开更多
关键词 semilocal E-convex functions fractional multiple objective programming optimality conditions DUALITY
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Solving the Interval-Valued Linear Fractional Programming Problem 被引量:1
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作者 Sohrab Effati Morteza Pakdaman 《American Journal of Computational Mathematics》 2012年第1期51-55,共5页
This paper introduces an interval valued linear fractional programming problem (IVLFP). An IVLFP is a linear frac-tional programming problem with interval coefficients in the objective function. It is proved that we c... This paper introduces an interval valued linear fractional programming problem (IVLFP). An IVLFP is a linear frac-tional programming problem with interval coefficients in the objective function. It is proved that we can convert an IVLFP to an optimization problem with interval valued objective function which its bounds are linear fractional functions. Also there is a discussion for the solutions of this kind of optimization problem. 展开更多
关键词 Interval-Valued FUNCTION LINEAR fractional programming Interval-Valued LINEAR fractional programming
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Global convergent algorithm for the bilevel linear fractional-linear programming based on modified convex simplex method 被引量:2
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作者 Guangmin Wang Bing Jiang +1 位作者 Kejun Zhu Zhongping Wan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第2期239-243,共5页
A global convergent algorithm is proposed to solve bilevel linear fractional-linear programming, which is a special class of bilevel programming. In our algorithm, replacing the lower level problem by its dual gap equ... A global convergent algorithm is proposed to solve bilevel linear fractional-linear programming, which is a special class of bilevel programming. In our algorithm, replacing the lower level problem by its dual gap equaling to zero, the bilevel linear fractional-linear programming is transformed into a traditional sin- gle level programming problem, which can be transformed into a series of linear fractional programming problem. Thus, the modi- fied convex simplex method is used to solve the infinite linear fractional programming to obtain the global convergent solution of the original bilevel linear fractional-linear programming. Finally, an example demonstrates the feasibility of the proposed algorithm. 展开更多
关键词 bilevel linear fractional-linear programming convex simplex method dual problem.
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DUALITY FOR MULTIOBJECTIVE FRACTIONAL PROGRAMMING INVOLVING n-SET FUNCTIONS
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作者 陈世国 刘家学 《Acta Mathematica Scientia》 SCIE CSCD 1998年第S1期36-42,共7页
In this paper, two duality results are established under generalized ρ-convexity conditions for a class of multiobjective fractional programmign involvign differentiable n-sten functions.
关键词 n-set functions ρ-convexity strictly quasiconvex multiobjective fractional programming DUALITY
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Determining Efficient Solutions of Multi-Objective Linear Fractional Programming Problems and Application
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作者 Farhana Akond Pramy Md. Ainul Islam 《Open Journal of Optimization》 2017年第4期164-175,共12页
In this paper, a modified method to find the efficient solutions of multi-objective linear fractional programming (MOLFP) problems is presented. While some of the previously proposed methods provide only one efficient... In this paper, a modified method to find the efficient solutions of multi-objective linear fractional programming (MOLFP) problems is presented. While some of the previously proposed methods provide only one efficient solution to the MOLFP problem, this modified method provides multiple efficient solutions to the problem. As a result, it provides the decision makers flexibility to choose a better option from alternatives according to their financial position and their level of satisfaction of objectives. A numerical example is provided to illustrate the modified method and also a real life oriented production problem is modeled and solved. 展开更多
关键词 LINEAR programming (LP) LINEAR fractional programming (Lfp) MULTI-OBJECTIVE LINEAR programming (MOLP) MULTI-OBJECTIVE LINEAR fractional programming (MOLfp)
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A New Approach for Solving Linear Fractional Programming Problems with Duality Concept
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作者 Farhana Ahmed Simi Md. Shahjalal Talukder 《Open Journal of Optimization》 2017年第1期1-10,共10页
Most of the current methods for solving linear fractional programming (LFP) problems depend on the simplex type method. In this paper, we present a new approach for solving linear fractional programming problem in whi... Most of the current methods for solving linear fractional programming (LFP) problems depend on the simplex type method. In this paper, we present a new approach for solving linear fractional programming problem in which the objective function is a linear fractional function, while constraint functions are in the form of linear inequalities. This approach does not depend on the simplex type method. Here first we transform this LFP problem into linear programming (LP) problem and hence solve this problem algebraically using the concept of duality. Two simple examples to illustrate our algorithm are given. And also we compare this approach with other available methods for solving LFP problems. 展开更多
关键词 LINEAR fractional programming LINEAR programming DUALITY
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THE SUFFICIENT EFFICIENCY CONDITIONS IN SEMIINFINITE MULTIOBJECTIVE FRACTIONAL PROGRAMMING UNDER HIGHER ORDER EXPONENTIAL TYPE HYBRID TYPE INVEXITIES
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作者 Ram U.VERMA 《Acta Mathematica Scientia》 SCIE CSCD 2015年第6期1437-1453,共17页
First, a class of higher order exponential type hybrid (α,β, γ, η, p, h(.,.), κ(., .), w(.,., .), ω(.,.,.), θ)-invexities is introduced, second, some parametrically sufficient efficiency conditions ba... First, a class of higher order exponential type hybrid (α,β, γ, η, p, h(.,.), κ(., .), w(.,., .), ω(.,.,.), θ)-invexities is introduced, second, some parametrically sufficient efficiency conditions based on the higher order exponential type hybrid invexities are established, and finally some parametrically sufficient efficiency results under the higher order exponential type hybrid (a,β, γ, ρ, h(.,.), k(.,-), w(-,., .), w(.,., .), 0)-invexities are investigated to the context of solving semiinfinite multiobjective fractional programming problems. The notions of the higher order exponential type hybrid (a, β, γ η, p, h(., .), n(., .), w(-,.,-), ω(.,.,.), 0)-invexities encompass most of the generalized invexities in the literature. To the best of our knowledge, the results on semiinfinite multiobjective fractional programming problems established in this communication are new and application-oriented toward multitime multi- objectve problems as well as multiobiective control problems. 展开更多
关键词 semiinfinite fractional programming multiobjective fractional programming Hanson-Antczak-type generalized HAα β γ η ρh-V-invex functions hy-(α β γ η ρh(. .) k(. .) w(. . .)w(. . .) θ-invexity)
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Second Order (F,α,ρ,d,p)-Univexity and Duality for Minimax Fractional Programming
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作者 Haijun WANG Caozong CHENG Xiaodong FAN 《Journal of Mathematical Research with Applications》 CSCD 2013年第2期164-174,共11页
In this paper, we introduce a class of generalized second order (F,α,ρ , d,p)-univex functions. Two types of second order dual models are considered for a minimax fractional programming problem and the duality res... In this paper, we introduce a class of generalized second order (F,α,ρ , d,p)-univex functions. Two types of second order dual models are considered for a minimax fractional programming problem and the duality results are established by using the assumptions on the functions involved. 展开更多
关键词 second order (F α ρ d p)-univexity minimax fractional programming secondorder duality optimality conditions.
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Higher-Order Duality for Minimax Fractional Type Programming Involving Symmetric Matrices
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作者 Caiyun Jin Cao-Zong Cheng 《Applied Mathematics》 2011年第11期1387-1392,共6页
Convexity and generalized convexity play important roles in optimization theory. With the development of programming problem, there has been a growing interest in the higher-order dual problem and a lot of related gen... Convexity and generalized convexity play important roles in optimization theory. With the development of programming problem, there has been a growing interest in the higher-order dual problem and a lot of related generalized convexities are given. In this paper, we give the convexity of (F, α ,p ,d ,b , φ )β vector-pseudo- quasi-Type I and formulate a higher-order duality for minimax fractional type programming involving symmetric matrices, and give the weak, strong and strict converse duality theorems under the condition of higher-order (F, α ,p ,d ,b , φ )β vector-pseudoquasi-Type I. 展开更多
关键词 HIGHER-ORDER (F α p d b φ Vector-Pseudoquasi-Type I HIGHER-ORDER DUALITY MINIMAX fractional TYPE programming Positive Semidefinite Symmetric Matrix
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Duality Relations for a Class of a Multiobjective Fractional Programming Problem Involving Support Functions
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作者   Vandana Ramu Dubey +2 位作者   Deepmala Lakshmi Narayan Mishra Vishnu Narayan Mishra 《American Journal of Operations Research》 2018年第4期294-311,共18页
In this article, for a differentiable function , we introduce the definition of the higher-order -invexity. Three duality models for a multiobjective fractional programming problem involving nondifferentiability in te... In this article, for a differentiable function , we introduce the definition of the higher-order -invexity. Three duality models for a multiobjective fractional programming problem involving nondifferentiability in terms of support functions have been formulated and usual duality relations have been established under the higher-order -invex assumptions. 展开更多
关键词 Efficient Solution Support Function MULTIOBJECTIVE fractional programming Generalized INVEXITY
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Branch and Bound Algorithm for Globally Solving Minimax Linear Fractional Programming
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作者 WANG Hui-man SHEN Pei-ping LIANG Yu-xin 《Chinese Quarterly Journal of Mathematics》 2024年第4期388-398,共11页
In this paper,we study the minimax linear fractional programming problem on a non-empty bounded set,called problem(MLFP),and we design a branch and bound algorithm to find a globally optimal solution of(MLFP).Firstly,... In this paper,we study the minimax linear fractional programming problem on a non-empty bounded set,called problem(MLFP),and we design a branch and bound algorithm to find a globally optimal solution of(MLFP).Firstly,we convert the problem(MLFP)to a problem(EP2)that is equivalent to it.Secondly,by applying the convex relaxation technique to problem(EP2),a convex quadratic relaxation problem(CQRP)is obtained.Then,the overall framework of the algorithm is given and its convergence is proved,the worst-case iteration number is also estimated.Finally,experimental data are listed to illustrate the effectiveness of the algorithm. 展开更多
关键词 Minimax linear fractional programming Global optimal solution Branch and bound
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Higher-Order (F,α,β,ρ,d,E)-Convexity in Fractional Programming
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作者 Himanshu TIWARI Seema MEENA +1 位作者 Deepak KUMAR D.B.OJHA 《Journal of Mathematical Research with Applications》 CSCD 2023年第3期303-312,共10页
In this paper we define higher order (F,α,β,ρ,d,E)-convex function with respect to E-differentiable function K and obtain optimality conditions for nonlinear programming problem (NP) from the concept of higher orde... In this paper we define higher order (F,α,β,ρ,d,E)-convex function with respect to E-differentiable function K and obtain optimality conditions for nonlinear programming problem (NP) from the concept of higher order (F,α,β,ρ,d)-convexity. Here, we establish Mond-Weir and Wolfe duality for (NP) and utilize these duality in nonlinear fractional programming problem. 展开更多
关键词 E-convexity higher order(F α β ρ d E)-convexity optimality conditions DUALITY fractional programming
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Approximate Solutions for a Class of Fractional-Order Model of HIV Infection via Linear Programming Problem
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作者 Samaneh Soradi Zeid Mostafa Yousefi Ali Vahidian Kamyad 《American Journal of Computational Mathematics》 2016年第2期141-152,共12页
In this paper, we provide a new approach to solve approximately a system of fractional differential equations (FDEs). We extend this approach for approximately solving a fractional-order differential equation model of... In this paper, we provide a new approach to solve approximately a system of fractional differential equations (FDEs). We extend this approach for approximately solving a fractional-order differential equation model of HIV infection of CD4<sup>+</sup>T cells with therapy effect. The fractional derivative in our approach is in the sense of Riemann-Liouville. To solve the problem, we reduce the system of FDE to a discrete optimization problem. By obtaining the optimal solutions of new problem by minimization the total errors, we obtain the approximate solution of the original problem. The numerical solutions obtained from the proposed approach indicate that our approximation is easy to implement and accurate when it is applied to a systems of FDEs. 展开更多
关键词 Riemann-Liouville Derivative fractional HIV Model Optimization Linear programming Discritezation
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面向大数据的数据库划分FP-Growth改进算法 被引量:6
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作者 张乐 魏昕怡 +1 位作者 徐苏 林两位 《南昌大学学报(理科版)》 CAS 北大核心 2022年第5期570-576,共7页
提出了一种基于Hadoop架构和MapReduce编程模型实现的面向大数据的FP-Growth频繁项集挖掘的改进算法。首先将事务数据库按每个频繁1项进行抽取,生成对应的投影数据库,并将这些投影数据库分发到一个个节点机上;再由节点机对投影数据库进... 提出了一种基于Hadoop架构和MapReduce编程模型实现的面向大数据的FP-Growth频繁项集挖掘的改进算法。首先将事务数据库按每个频繁1项进行抽取,生成对应的投影数据库,并将这些投影数据库分发到一个个节点机上;再由节点机对投影数据库进行划分,生成一个个规模更小的子数据库,并由节点机使用改进后的算法并行挖掘生成部分频繁项集;最后归并所有部分频繁项集得到全部的频繁项集。该算法无需像传统的FP-Growth算法一样为事务数据库生成庞大的FP树,有效解决了传统FP-Growth算法及其一些改进算法中因单机内存存储不下庞大的FP树而导致算法失效的问题。同时,由于所划分的子数据库规模接近,分发到各节点机上的负载更均衡,使得算法效率更高。 展开更多
关键词 频繁项集 fp-GROWTH 大数据 MapReduce编程模型
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