design of genetic algorithm

... Simple Genetic Algorithm SGA Parallel Genetic Algorithm PGA Distributed Genetic Algorithm DGA Trang 6DANH MỤC CÁC HÌNHTrang 7DANH MỤC CÁC BẢNGTrang 8CHƯƠNG 1 GIỚI THIỆUThuật toán di truyền (Genetic ... (CLASSIFICATION OF GENETIC ALGORITHM) Tiểu luận môn Các hệ cơ sở tri thức Người hướng dẫn khoa học: PGS.TS LÊ HOÀNG THÁI TP HỒ CHÍ MINH – 2015 Trang 4Mục lụcTrang 5DANH MỤC CÁC TỪ VIẾT TẮTGenetic Algorithm ... TRUYỀN SONG SONG VÀ PHÂN TÁN (PARALLEL AND DISTRIBUTED GENETIC ALGORITHM - PGA VÀ DGA)Thuật toán di truyền song song (Parallel Genetic Algorithm - PGA) là thực hiện song song của nhiều tiến trình

Ngày tải lên: 07/10/2016, 07:50

... of fish robot links, the Genetic Algorithm can also be used to find the optimal values of other design parameters or control parameters of fish robot This is the strongest point of Genetic Algorithm ... area of the main body of fish robot which is projected on the perpendicular plane of the flow 3 OPTIMIZING THE LENGTH OF FISH ROBOT LINKAGE SYSTEM BY USING GENETIC ALGORITHM Genetic Algorithm ... In order to prove the effectiveness of the GA results, we compare the result of GA with the result of an arbitrary value of l1, l2 and l3 The arbitrary value of these parameters are chosen randomly

Ngày tải lên: 10/02/2020, 01:31

... weakening performances of the IPMSM for any set ofvalues of the design variables Genetic Algorithms are then chosen to work with these models to optimizethe constant power speed range of the IPMSM, considering ... carried out inChapter 5 A genetic algorithm uses the RSM models and the non linear cir-cuit model of the IPMSM The genetic algorithm is described and the choiceof the genetic operators and the ... 4.1 Process 88 4.2 Design variables 95 4.3 Full Factorial Design 97 4.4 Central Composite Design 98 4.5 Box-Behnken Design 98 4.6 Union of the three design: the benchmark

Ngày tải lên: 04/10/2015, 15:45

... run on the test WDN a setnumber of times to generate the desired number of sample network designs The set of sample network designs are then sorted into three sets of equal size: random and early ... network design problem Traditionally, the WDN design problem has been formu-lated as a single-objective problem where the quality of the network is based solely on the economic impact of the design; ... use‘populations’ of indi-vidual network designs and evolutionary operators, like crossover and mutation, to mimic the process of evolution and search for good network designs over a number of gener-ations

Ngày tải lên: 02/11/2022, 08:55

... output of the wind turbine Trang 64 Brief description of genetic algorithm In this section we provide a brief introduction to the genetic algorithm Genetic algorithms (GA) are a class of stochastic ... downstream of an array of turbines may encounter multiple wakes due to several turbines upstream of it Since various wakes of the array of turbines form a mixed wake, the kinetic energy of this ... layout of wind turbines in a wind farm employ the simple wake model of Jensen [4] and use a genetic algorithm for optimization of an objective function based on power output or a combination of power

Ngày tải lên: 05/09/2013, 17:03

... USING GENETIC ALGORITHM We have chosen GA to make our intrusion detection system This section gives an overview of the algorithm and the system 5.1 Genetic Algorithm Overview A Genetic Algorithm ... effectiveness of the algorithm and also of the applications [19] They are: i) the fitness function; ii) the representation of individuals; and iii) the GA parameters The determination of these factors often ... Detection”, Proceedings of the IEEE, 2002 [11] M Middlemiss, G Dick, “Feature selection of intrusion detection data using a hybrid genetic algorithm/KNN approach”, Design and application of hybrid intelligent

Ngày tải lên: 05/03/2014, 23:20

... ex-haustive search is out of question GAs mimic the evolution of nature and take advantage of the principle of survival of the fittest [34] These algorithms operate on a population of potential solutions ... the number of parameter sets is finite and given by the prod-uct of the number of possible values of each parameter Us-ing nine control parameters with 100 possible values, a total of 1018combinations ... automated system for parameter estima-tion of FM synthesizer using a genetic algorithm (GA) GAs have been used for automatically designing sound synthesis algorithms in [18,19] In this study, a GA

Ngày tải lên: 23/06/2014, 01:20

... Trang 1Genetic Algorithm–Based Optimal PWM in High Power Synchronous Machines and Regulation of Observed Modulation ErrorAlireza Rezazade, Arash Sayyah and Mitra Alaki x Genetic Algorithm–Based ... capabilities of designing the torque characteristics to meet the requirements of the driven load, have made them the optimal choices for a multitude of industries Economical utilization of these ... The possibility of failing to locate the desired global solution increases with the increase in problem dimensions Amongst the numerical algorithms, Genetic Algorithms are one of the evolutionary

Ngày tải lên: 27/07/2014, 23:28

... genotyping for the prediction of genetic values, and consists of two steps: (1) estimation of SNP effects, and (2) prediction of genetic value based on SNP genotypes and estimates of their effects For ... 5The expectation of the genetic value given the summary statistic of the data Y, E(g|Y), as a function of YFigure 1 The expectation of the genetic value given the summary statistic of the data Y, ... The expectation of the genetic value given the summary statistic of the data Y, E(g|Y) as a function of Y Figure 2 The expectation of the genetic value given the summary statistic of the data Y,

Ngày tải lên: 14/08/2014, 13:21

... Ph.D.(Member) Prof Dong-Joon Kim, Ph.D.(Member) Prof Jong-Ho Nam, Ph.D.(Member) Prof Won Don Kim, Ph.D.(Member) August 2009 Trang 5i TABLE OF CONTENTS LIST OF FIGURES iv LIST OF TABLES vii LIST OF APPENDICES ... the Degree of Doctor of Philosophy Application of Real Coded Genetic Algorithm for Ship Hull Surface Fitting With a Single Non-Uniform B-spline Surface by Tat-Hien Le Department of Naval Architecture ... of ship hull form design 1.1 State of the Art Surface modeling is the key to integration of ship design, analysis, manufacturing, and other calculation (Rogers et al 1983) The applications of

Ngày tải lên: 13/11/2014, 08:18

... 3-Dimension Room Design System with Interactive Genetic Algorithm" will introduce an application of Interactive Genetic Algorithms (IGAs) to the problem of 3D room design The major goal of the proposal ... the evolution stopped because of 3 designs looked alike List of Abbreviations • GA: Genetic Algorithm • IGA: Interactive Genetic Algorithm • CAD: Computer-Aided Design Trang 7Abstract The thesis ... Genetic Algorithm 8 2 IGA-based design system 12 Chapter 2: Construction of a 3D Room Design System with Interactive Genetic Algorithm 21 1 Overview 21 2 Encoding and decoding a room design

Ngày tải lên: 25/03/2015, 09:37

... OPTIMAL PLACEMENT OF SERIES COMPENSATION DEVICESUSING GENETIC ALGORITHM YU ZHEMIN NATIONAL UNIVERSITY OF SINGAPORE 2003 Trang 2PLACEMENT OF SERIES COMPENSATION DEVICESUSING GENETIC ALGORITHM YU ZHEMIN ... entireperiod of the research work Trang 4ACKNOWLEDGMENTS iTABLE OF CONTENTS ii LIST OF FIGURES vii LIST OF TABLES x LIST OF PUBLICACTIONS xii ABSTRACT xiii CHAPTER 1 INTRODUCTION 1-1 1.1 BACKGROUND OF ... and duration of events Improve system design Installation of mitigation devices Equipment Improvement ofequipment immunity Figure 1.4 Establishment of the sag problem and various ways of mitigation

Ngày tải lên: 26/11/2015, 12:24

... influence of the control parameters of the genetic algorithm on the convergence and numerical efficiency The efficiency and accuracy of the genetic algorithm depends on the values of a set of tuning ... Another advantage of genetic algorithms is their robustness in the presence of local optima On the other hand, the computing time of genetic algorithms is much longer than the case of standard nonlinear ... book in genetic algorithms Recently, a monograph on applications of evolutionary algorithms has been published in Poland (Arabas, 2001) The important question of parallelization of the genetic

Ngày tải lên: 16/06/2016, 01:11

... level of the reservoir, the water release is stopped for supplying all water users except for human demand Genetic algorithm optimization search Constrained genetic algorithms The genetic algorithm ... resources man-agement are proposed using a genetic algorithm with a penalty strategy The methodology of the proposed model was incorporated in a constrained genetic algorithm (CGA), where water demands ... a long period of com-puting time or be ineffective when a large number of vari-ables are set Therefore, our case considered 240 varivari-ables Setting parameters of the genetic algorithm The

Ngày tải lên: 18/08/2016, 15:47

... expressed in terms of numerical values such as space occupation, shapes of spaces, and distance of stairs connecting relevant spaces, and a combination of those The genetic algorithm is adopted ... production of commercial vessels in which they dom-inate As a result, they fall behind in design and technology stressed in the luxurious interior design of superyachts The conceptual design of superyachts ... discusses the results of space arrangement examples performed for different designer’s requirements 2 Formulation of space arrangement problem In the stage of conceptual design, the designer establishes

Ngày tải lên: 14/12/2017, 16:45

... value of money Analysis of inventory of goods whose utility does not remain constant over time has involved a number of different concepts of deterioration Maintenance of such inventory is of a ... are encountered Michalewich proposed a genetic algorithm named Contractive Mapping Genetic Algorithm (CMGA) and proved the asymptotic convergence of the algorithm by Banach fixed point theorem ... number of integer multiple of T o when the replenishment of i th item is part of group replenishment 18 L i is the cycle length, i.e., L i=n T i 0 19 m i the number of integer multiple of L t

Ngày tải lên: 04/02/2020, 03:42

... T O C O L Open AccessLong-term effects of an inpatient weight-loss program in obese children and the role of genetic predisposition-rationale and design of the LOGIC-trial Melanie Rank1*†, Monika ... effects of an inpatient weight-loss program, this study will contribute to a better understanding of inter-individual differences in the regulation of body weight, taking into account the role of genetic ... role in the regulation of body weight [1,11] Apart from very rare monogenetic disorders [12], a genetically determined higher risk for obesity can often be attributed to a polygenetic pattern involving

Ngày tải lên: 26/03/2020, 00:18

... machine scheduling The complexity of the model is NP-HARD, so possible solutions must be found by metaheuristic algorithms, e.g., Genetic Algorithms Genetic Algorithms solve sequential optimization ... formulation of this cost is the following where In the industrial sector, the cost of tardiness is proportional to the number of tardiness days increases of a quote ( ) for each day of tardiness ... provides a solution to AMSP using a traditional metaheuristic algorithm like Genetic Algorithms (GAs) It is worth noting that this algorithm alone cannot provide a solution to AMSP The GA needs

Ngày tải lên: 14/05/2020, 22:27

... divisions Each of them consists of 16-lakh bp of HS21 except the last one Each of these smaller divisions was run against total comprehensive sets of MM10, MM16, and MM17 Results of annotation ... codon of a gene represents a single amino acid of a protein A complete gene length is, therefore, always the multiplier of three The prokaryotic gene structure consists of a long stretch of coding ... Prediction with Genetic Algorithm (GPGA) It is a homology-based method that used in the mapping of large, unknown eukaryotic genomic sequences with the exons of known genes The advantage of this approach

Ngày tải lên: 25/11/2020, 16:14

... image entropy. In this paper a solution of this problem is proposed by using genetic algorithms. The performances of the new algorithms that make use of genetic algorithms overcome the problem with ... 10.1155/ASP/2006/87298 Use of Genetic Algorithms for Contrast and Entropy Optimization in ISAR Autofocusing Marco Martorella, Fabrizio Berizzi, and Silvia Bruscoli Department of Information Engineering, University of ... consists of a comparison of ISAR images obtained from the same data by means of the deterministic and genetic algorithms. The ISAR images rel- ative to the Boeing 737 data, obtained by means of the...

Ngày tải lên: 22/06/2014, 23:20