Optimal computing budget allocation for multi objective simulation optimization
Optimal computing budget allocation for multi objective simulation optimization
... 22 3.1 3.2 3.3 Computing budget allocation for Experiment 44 Computing budget allocation for Experiment 45 Computing budget allocation for Experiment ... Combination of MOEAs and Computing Budget Allocation 5.3.1 Multi- objective Genetic Algorithms with Optimal Computing Budget Allocation 5.3.2 Multi- objective Estimation of Distribution ... with single objective simulation optimization problems only, and there is the unmet practical need to develop efficient computing budget allocation rules for multiobjective simulation optimization...
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OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING
... OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING ZHANG SI (B.Eng., Nanjing University) A THESIS SUBMITTED FOR THE DEGREE OF ... Particle Swarm Optimization 61 5.3 PSOOCBA Formulation 63 5.3.1 Computing budget allocation for Standard PSO 65 5.3.2 Computing budget allocation for PSOe ... 35 3.7.3 Numerical Results for Simulation Optimization 38 3.8 Conclusions and comments 39 Chapter Efficient computing budget allocation for optimal subset selection with...
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Optimal computing budget allocation for constrained optimization
... Indifference Zone, NP = Nested Partitions, OCBA = Optimal Computing Budget Allocation, OCBA-CO = Optimal Computing Budget Allocation for Constrained Optimization, = Probability of Correct Selection, ... number of simulation replications for each design N i so that is maximized given a total computing budget The optimal computing budget allocation for constrained optimization (OCBA-CO) problem ... aims to maximize given a fixed computing budget called as Optimal Computing Budget Allocation (OCBA) Although OCBA has been shown to be effective for the unconstrained optimization (Branke et al...
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Optimal cost and allocation for UPFC using HRGAPSO to improve power system security and loadability
... test system for tow cases with and without FACTS shows that the placement of UPFC devices to improvement in security, reduction in losses of power system, minimizing the installation cost of UPFC ... S.Jazebi optimal Multi-type FACTS Allocation using Genetic Algorithm to improve power system security “ 9781-4244-1933-3/08/$25.00©2008 IEEE L.Erlich, G.Stamtsis, Y.luo, Optimal choice and allocation ... “Application of RGA to optimal choice and allocation of UPFC for voltage security enhancement in deregulated power system International conference on energy & environmental systems, Greece, May...
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A general framework on the computing budget allocation problem
... at exponential fast rate 36 Chapter ATO Problem This indicates that an optimal solution of the SAA problem provides an exact optimal solution of the true problem The SAA approach is then applied ... idea of SAA is simple and natural The basic idea is that a random sample is generated and the expected value function is approximated by the corresponding sample average function The obtained sample ... design with a very large number of replications in order to estimate its true performance value 4.3 A Review on SAA SAA is a Monte Carlo simulation-based approach and it appears as an appealing method...
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Coordinated budget allocation in multi district highway agencies
... vii Summary SUMMARY In an area-wide road network involving a central administration and multiple highway agencies, the allocation of annual operation budget among the regional agencies is a major ... developed in phase two Horizontal integration refers to the integration of information among regional highway agencies where they interact to coordinate the sharing of idle resources in any of ... networklevel pavement maintenance programming, is reviewed in Section 2.3 2.2.3 Current Practices in Budget Allocation at Planning Level The allocation of budget at the planning level is associated...
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Efficient computing budget allocation by using regression with sequential sampling constraint
... EFFICIENT COMPUTING BUDGET ALLOCATION BY USING REGRESSION WITH SEQUENTIAL SAMPLING CONSTRAINT HU XIANG (B.Eng (Hons), NUS) A THESIS SUBMITTED ... integers By referring to the optimal solution obtained when the integer constraint is relaxed, we come up with the following computing budget allocation rule to deal with the discrete budget allocation ... DESIGN BUDGET ALLOCATION 3.1 PROBLEM FORMULATION 3.1.1 Problem Setting In this thesis, we would like to improve the Simple Regression Procedure by using the notion of Optimal Computing Budget Allocation...
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GIS and ant algorithm for multi objective siting of emergency facilities
... GIS AND ANT ALGORITHM FOR MULTI- OBJECTIVE SITING OF EMERGENCY FACILITIES LIU NAN (B Eng., Tsinghua University) A THESIS SUBMITTED FOR THE DEGREE OF MASTER OF ENGINEERING DEPARTMENT OF CIVIL ... An Ant Algorithm for Multi- objective Siting of Emergency Facilities 4.1 Overview of the Ant Algorithm 45 4.2 Pheromone Matrix and the Updating Rules 46 4.3 Solution Construction 49 IV Table of ... first aspect is the number of ants, which is a very important exogenous parameter of an Ant Algorithm and has a significant effect on the performance of an Ant Algorithm One ant is generally associated...
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Multi objective evolutionary optimization in uncertain environments
... optimizers in both single and multi objective optimization problems In addition, basic principles of data mining, in particular frequent mining, which will be applied to the single and multi optimization ... effectiveness of the optimization process Keeping this in mind, this work investigates the multi objective optimization in uncertainties both in academic benchmarks problems and in real life problems ... Chapter 3 Introduction of Data Mining in Single Objective Evolutionary Investigation . 22 3.1 Introduction . 22 3.2 Review of Frequent Mining 24 3.2.1 Frequent Mining ...
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ASSESSING AND OPTIMIZING THE OPERATION OF THE HOABINH RESERVOIR IN VIETNAM BY MULTI-OBJECTIVE OPTIMAL CONTROL TECHNIQUES doc
... e ciency The in ow to the Hoabinh reservoir The storage of the Hoabinh reservoir The surface of the Hoabinh reservoir The unitary evaporation of the Hoabinh reservoir The evaporation of the Hoabinh reservoir ... through the spillways of the Hoabinh reservoir The water level in the Hoabinh reservoir The water level downstream of the Hoabinh reservoir The hydraulic head of the Hoabinh reservoir Turbine e ciency ... Table 2.1: The main variables of the model Meaning The release from the Hoabinh reservoir The release through the turbines of the Hoabinh power plant The maximum turbine capacity of the Hoabinh power...
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Báo cáo toán học: " Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels" potx
... Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels Christoph Hausl∗1 , Onurcan ˙scan1 and Francesco Rossetto2 I¸ Institute DLR, for Communications ... optimization of the resource allocation for multi-way relay systems with asymmetric channels Moreover, we information packet ui , the decoder at Ti outputs the ˆ hard estimates uj about uj for all j between ... 1.1 Multi-Way Relaying with Network Coding Consider a multi-way relay system where N terminals want to exchange their independent information packets with the help of a half-duplex relay over...
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báo cáo hóa học:" Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels" potx
... Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels Christoph Hausl∗1 , Onurcan ˙scan1 and Francesco Rossetto2 I¸ Institute DLR, for Communications ... optimization of the resource allocation for multi-way relay systems with asymmetric channels Moreover, we information packet ui , the decoder at Ti outputs the ˆ hard estimates uj about uj for all j between ... 1.1 Multi-Way Relaying with Network Coding Consider a multi-way relay system where N terminals want to exchange their independent information packets with the help of a half-duplex relay over...
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Báo cáo hóa học: " Research Article Optimal and Fair Resource Allocation for Multiuser Wireless Multimedia Transmissions" ppt
... suitable for multimedia services To address this disadvantage, we propose an optimal and fair policy for multimedia resource allocation, which introduces a judicious mixture of competition and cooperation, ... paper, we have presented an optimal and fair coopetition strategy for multiuser multimedia RRA Following contributions and conclusions have been made and drawn (1) We formulate the co-opetition ... essential of competition and cooperation behaviors of users in RRA We apply our strategy to wireless resource allocation for multiuser video transmissions and evaluate its performance by comparing...
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Báo cáo hóa học: " Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels" pptx
... Resource Allocation for Asymmetric Multi-Way Relay Communication over Orthogonal Channels Christoph Hausl∗1 , Onurcan ˙scan1 and Francesco Rossetto2 I¸ Institute DLR, for Communications ... optimization of the resource allocation for multi-way relay systems with asymmetric channels Moreover, we information packet ui , the decoder at Ti outputs the ˆ hard estimates uj about uj for all j between ... 1.1 Multi-Way Relaying with Network Coding Consider a multi-way relay system where N terminals want to exchange their independent information packets with the help of a half-duplex relay over...
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Báo cáo hóa học: " Research Article Optimal JPWL Forward Error Correction Rate Allocation for Robust JPEG 2000 Images and Video " docx
... transmission errors, improving by the way the design of the FEC rate allocation scheme OPTIMAL FORWARD ERROR CORRECTION RATE ALLOCATION Making an analogy between the FEC rate allocation problem and the ... a JPWL compliant system based on an optimal FEC rate allocation scheme for robust transmission of JPEG 2000 images and video over MANET is presented The paper starts by an overview of JPEG 2000 ... FEC rate allocation method for robust JPEG 2000 images/ video streaming over wireless channel It is worth noting that the performance of this method is evaluated using a Motion JPEG 2000 video...
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