Parallel Genetic Algorithms
Enhancing the Efficiency of Parallel Genetic Algorithms for Medical Image Processing with Hadoop
... the parallel genetic algorithms used for segmentation of brain images and how their efficiency varies in the cloud setup with ...of parallel genetic algorithms in the cloud ...
6
A Novel Decoder Based on Parallel Genetic Algorithms for Linear Block Codes
... Genetic algorithms offer very good performances for solving large optimization problems, especially in the domain of error-correcting ...a parallel decoder for linear block codes, using ...
11
OnePC: A portable software for parallel genetic algorithms used in optimization problems
... for parallel genetic algorithms is the server - client model, such as the so called Island model [10]-[11], where clients run a a local genetic algorithm and the server collects information ...
7
UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture
... In order to calculate the random numbers, the CPU version of the algorithm uses the C++ rand() function with a time seeder where the GPU version of the algorithm uses the open source cuRAND library which is in the CUDA ...
7
A Hybrid of Self Organized Feature Maps and Parallel Genetic Algorithms for Uncertain Knowledge
... The data used in the training process as well as the features data collected from experts are used as inputs to the Generating fuzzy membership function for features subsets process whic[r] ...
9
The Multidisciplinary Design Optimization of a Reentry Vehicle Using Parallel Genetic Algorithms
... Pareto genetic algorithm, as its name shows, gives some results which none of them has any special advan- tages over the others and the designer should decide on choosing the proper ...pareto genetic ...
8
Coarse-grained parallel genetic algorithms: Three implementations and their analysis
... List of Figures FIGURE 1 : THE BASIC GA SEQUENCE 3 FIGURE 2: BASIC ROULETTE WHEEL SELECTION ALGORITHM 8 FIGURE 3: RWS WITH RANK SCALING EQUATION 8 FIGURE 4: RWS WITH SIGMA SCALING EQUATI[r] ...
95
An Object-Oriented Programming Environment for Parallel Genetic Algorithms
... the genetic operators used to manipulate their genetic ...use algorithms and operators designed for different problem ...and algorithms, and m onitor the execution o f ...for parallel ...
233
A New Approach to Solve N-Queen Problem with Parallel Genetic Algorithm
... study, parallel genetic algorithms are proposed to solve the n-Queen ...island genetic algorithm and Cellular genetic algorithm was implemented and ...these algorithms have the ...
10
PARALLEL GENETIC ALGORITHM
... Genetic Algorithms are modern and powerful search techniques that have been used successfully to solve difficult problems in optimization, neural networks, pattern recognition, robotics and data mining ...
7
Parallel Processing Of Data Mining Functions Using Clustering, Optimization And Classification Techniques
... discussed the efficient parallelization of the alternating least squares-based Tucker decomposition algorithm for sparse tensors in shared and distributed memory systems. A fine- grain parallel algorithm was used ...
11
Genetic Algorithm in Audio Steganography
... The chromosome in the GA is often held in binary encoding. Each chromosome represents a candidate solution in the searching space. The GA usually needs a fitness function to assign a score (fitness) to each chromosome ...
6
Data Mining A Heuristic Approach Abbass HA (2002) pdf
... While LCSs were introduced by John Holland, the father of genetic algorithms (Holland 1986, 1990; Holland et al., 1986), in recent years his original architecture has been progressively replaced by somewhat ...
310
A Comparative Study Of Five Regression Testing Techniques : A Survey
... these algorithms depends on the requirements of the user to choose a minimum number of test cases, performing fast regression ...or genetic can also be thought of if user have no time ...
5
Types of Scheduling Algorithms in Parallel Computing
... In computing Scheduling refers to a set of policies which define the order of execution of processes. From all of the available resources of a computer system that needs scheduling before use, the CPU is one of the most ...
6
Round compression for parallel matching algorithms
... In particular, using this technique, they have obtained an algorithm that can compute a 2-approximation to maximum matching in O1/δ MPC rounds, provided S, the space per machine, is sign[r] ...
46
Complex Modeling of Matrix Parallel Algorithms
... in parallel way specific PDE – Laplace equation in two dimensions – by means of a grid computation method that employs finite difference ...various parallel computers (supercomputers, massive, SMP, NOW, ...
14
Round compression for parallel matching algorithms
... Let us now make the following thought experiment. Imagine for a moment that there is an algorithm that emulates multiples phases of GlobalAlg in parallel and in every phase inspects only the vertices that end-up ...
15
Energy performance of parallel sort algorithms
... Each sorting operation by examined methods was measured in time [ms]. The average power dissipated in the high complexity workload of all cores (Thermal Design Power) for the i7-7700HQ processor is 45W. The Configurable ...
12
genetic.ppt
... Tabu Search Hill Climbing Simulated Anealing Evolutionary Algorithms Genetic Programming Genetic Algorithms Fibonacci Sort... Selection replicates the most successful?[r] ...
61