According to the imbalance development and utilization of water resources, water shortages and other issues in Sanjiang Plain, taking Jiansanjiang branch bureau as an example, the multi-objective optimal allocation mo...
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ISBN:
(纸本)9783642272806
According to the imbalance development and utilization of water resources, water shortages and other issues in Sanjiang Plain, taking Jiansanjiang branch bureau as an example, the multi-objective optimal allocation model of water resources is established with goal of maximum economic and social benefits. Only surface water, groundwater and transit water are considered overall and different water demands in industry, life and agriculture are satisfied can we realize the rational allocation of regional water resources. The large system decomposition-coordination theory and multi-objective genetic algorithm are applied to solve the model. The optimization results showed that, the water shortage situation in Jiansanjiang branch bureau is improved in planning years and surface water supply capacity can be increased gradually and groundwater resources can be effectively protected. The optimal allocation model and solution method are effective and feasible, and the optimal allocation results are reasonable. The research can provide scientific basis for rational development and utilization of water resources in Jiansanjiang branch bureau and Sanjiang Plain.
The model for the space active noise control system is investigated in this paper and is converted to a multi-objective optimization problem with constraints, of which the positions of secondary speakers and error sen...
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ISBN:
(纸本)9781424478354
The model for the space active noise control system is investigated in this paper and is converted to a multi-objective optimization problem with constraints, of which the positions of secondary speakers and error sensors are the decision variables, the summation of the squared pressure at all points within the noise quiet zone and the total source strength for the secondary speakers are the multi-objective functions. The multi-objective genetic algorithms and simple geneticalgorithm are implemented to solve the optimization problem so as to determine the appropriate positions of the secondary speakers and error sensors. The large sound pressure reductions within the noise quiet zone to control the single tone primary noise and motor operating noise show that the optimal schemes obtained by the multi-objective genetic algorithms are efficient.
In this paper, we propose a multi-objectivemulti-Level genetic-Fuzzy Mining (MOMLGFM) algorithm for mining a set of non-dominated membership functions for mining multi-level fuzzy association rules. It first encodes ...
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ISBN:
(纸本)9781467323109;9781467323116
In this paper, we propose a multi-objectivemulti-Level genetic-Fuzzy Mining (MOMLGFM) algorithm for mining a set of non-dominated membership functions for mining multi-level fuzzy association rules. It first encodes the membership functions of each item class (category) into a chromosome according to the given taxonomy. The two objective functions of each chromosome are then calculated. The first one is the summation of large 1-itemsets of each item in different concept levels, and the second one is the suitability of membership functions. The fitness value of each individual is then evaluated by these two objective functions. After the GA process terminates, various sets of membership functions could be used for deriving multiple-level fuzzy association rules according to decision maker. Experimental results on a simulation dataset also show the effectiveness of the algorithm.
Cloud service providers usually utilize the resource in the data center to offer cloud computing service which needs to satisfy the demand of different customers. The load among the physical servers in the data center...
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ISBN:
(纸本)9781467318556;9781467318570
Cloud service providers usually utilize the resource in the data center to offer cloud computing service which needs to satisfy the demand of different customers. The load among the physical servers in the data center needs to be balanced to avoid hotspot and improve resource utility. In this paper we present a load balancing system and design an algorithm base on MOGA to get a new mapping relationship between physical machines and VMs. By a set of migrating operations of VMs the problem of load imbalance are solved. Through comprehensive simulations, the experimental results demonstrate that our proposed approaches can significantly improve the resource utilization when system load is stable variant.
Aiming at the difficulty with structure and parameter design for a wing analog beam under a large deformation condition, a large-span cantilever truss model with Pro/e is designed. Then a mathematical model of the win...
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ISBN:
(纸本)9783037855010
Aiming at the difficulty with structure and parameter design for a wing analog beam under a large deformation condition, a large-span cantilever truss model with Pro/e is designed. Then a mathematical model of the wing beam based on the multi-objective genetic algorithm is proposed. Thereby the sizing optimization and shape optimization for the wing analog beam are conducted with the finite element analysis and meanwhile two main objectives minimizing the maximum von Mises stress and the mean-square error of the deformation displacement curve fitting are satisfied. A Pareto optimal solution aggregate is obtained after the optimization. Finally an optimal structure is concluded via the multi-objective optimization design, which improves the curve fitting accuracy of the wing and satisfies the stress strength requirement as well.
In this paper, a cooperative outsourcing platform between single-outsourcer multiple-subcontractors has been developed under a combined approach of maintenance management and production control. This platform is compo...
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In this paper, a cooperative outsourcing platform between single-outsourcer multiple-subcontractors has been developed under a combined approach of maintenance management and production control. This platform is composed of n independent subcontractor companies; each one has a single randomly failing and repairable machine. The basic objective is to develop mathematical models for sharing the outsourcing request between the subcontractors and to find the best outsourcing periods. Different multi-subcontractor strategies is adopted, namely, equitable distribution strategy, competitive strategy, the invoice outsourcing minimization strategy and multi-objective optimization strategy. For each model, we develop optimization algorithms and conduct computational experiments to study the managerial insights for the models and the algorithms.
In order to research on the arrangement way of high-strength steel in ultrahigh voltage transmission towers, the integrated structure and material multi-objective optimization model of ultrahigh voltage transmission t...
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In order to research on the arrangement way of high-strength steel in ultrahigh voltage transmission towers, the integrated structure and material multi-objective optimization model of ultrahigh voltage transmission towers was established, and the optimization model is solved by using fast non-dominated sorting geneticalgorithm (NSGA-II). Sectional areas and materials of each bar were regarded as the design variables, the structural min-cost was considered as the objective of the economic optimization, and the min-displacement of the control point was regarded as the objective of structural optimization. Based on the software MATLAB, relevant optimization program was programmed to solve the optimization model. The results show, the optimal results can satisfy the structural requirements and reduce the cost of projects, making the arrangement way of high-strength steel way in ultrahigh voltage transmission towers more reasonable and more economical.
Cloud service providers usually utilize the resource in the data center to offer cloud computing service which needs to satisfy the demand of different customers. The load among the physical servers in the data center...
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Cloud service providers usually utilize the resource in the data center to offer cloud computing service which needs to satisfy the demand of different customers. The load among the physical servers in the data center needs to be balanced to avoid hotspot and improve resource utility. In this paper we present a load balancing system and design an algorithm base on MOGA to get a new mapping relationship between physical machines and VMs. By a set of migrating operations of VMs the problem of load imbalance are solved. Through comprehensive simulations, the experimental results demonstrate that our proposed approaches can significantly improve the resource utilization when system load is stable variant.
According to the imbalance development and utilization of water resources,water shortages and other issues in Sanjiang Plain,taking Jiansanjiang branch bureau as an example,the multi-objective optimal allocation model...
详细信息
According to the imbalance development and utilization of water resources,water shortages and other issues in Sanjiang Plain,taking Jiansanjiang branch bureau as an example,the multi-objective optimal allocation model of water resources is established with goal of maximum economic and social *** surface water,groundwater and transit water are considered overall and different water demands in industry,life and agriculture are satisfied can we realize the rational allocation of regional water *** large system decomposition-coordination theory and multiobjectivegeneticalgorithm are applied to solve the *** optimization results showed that,the water shortage situation in Jiansanjiang branch bureau is improved in planning years and surface water supply capacity can be increased gradually and groundwater resources can be effectively *** optimal allocation model and solution method are effective and feasible,and the optimal allocation results are *** research can provide scientific basis for rational development and utilization of water resources in Jiansanjiang branch bureau and Sanjiang Plain.
A multi-objective optimization method based on Pareto geneticalgorithm is presented for shape design of membrane structures from a structural view *** non-dimensional variables are defined as optimization variables,w...
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A multi-objective optimization method based on Pareto geneticalgorithm is presented for shape design of membrane structures from a structural view *** non-dimensional variables are defined as optimization variables,which are decision factors of shapes of membrane *** objectives are proposed including maximization of stiffness,maximum uniformity of stress and minimum reaction under external *** multi-objective genetic algorithm is introduced to solve the Pareto ***,the dependence of the optimality upon the optimization variables is derived to provide guidelines on how to determine design ***,several examples illustrate the proposed methods and *** study shows that the multi-objective optimization method in this paper is feasible and efficient for membrane structures;the research on Pareto solutions can provide explicit and useful guidelines for shape design of membrane structures.
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