Differential Evolution method
The nearest correlation matrix problem: Solution by differential evolution method of global optimization
... VII. Concluding Remarks: We may draw some conclusions from this exercise. First, the ‘nearest correlation matrix problem may be solved satisfactorily by the evolutionary algorithm like the differential ...
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An Efficient Algorithm for Workflow Scheduling in the Clouds Based on Differential Evolution Method
... Abstract: The Cloud is a computing platform that provides on-demand access to a shared pool of configurable resources such as networks, servers, storage that can be rapidly provisioned and released with minimal ...
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Completing correlation matrices of arbitrary order by differential evolution method of global optimization: A Fortran program
... The differential Evolution method is perhaps the fastest evolutionary computational procedure yielding most accurate solutions to continuous global optimization ...
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Fitting an Origin Displaced Logarithmic Spiral to Empirical Data by Differential Evolution Method of Global Optimization
... Implicit Assumptions: We assume that the points ( , x y ′ ′ ) are measured without large errors and pattern-disturbing approximations. Errors of small magnitude may, however, be present. When large errors of measurement ...
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Using Differential Evolution Method to Solve Crew Rostering Problem
... Tasgetiren [15] used a discrete differential evolution (DDE) algorithm to solve the single machine total earli- ss and tardiness penalties with a common due date. A new binary swap mutation operator called ...
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Multi Floor Facility Layout Problems Solving by the Differential Evolution Method
... Multi-floor facility layout problems: Many different methods have been proposed to solve the multi-floor facility layout problems. Researchers have continuously developed and improved methods to get the optimal solution. ...
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Optimal Power Flow in Shipboard Power Systems by Differential Evolution Method
... as differential evolution (DE) algorithm for global optimization owing to a different kind of differential operator, where they invoked to create new off-spring from parent chromosomes instead of ...
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Performance of Differential Evolution and Particle Swarm Methods on Some Relatively Harder Multi modal Benchmark Functions
... ‘Clustering Method” of Aimo Törn (1978), the “Simulated Annealing Method “ of Kirkpatrick and others (1983) and Cerny (1985), “Tabu Search Method” of Fred Glover (1986), the “Ant Colony Algorithm” of ...
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New Hepwm Optimization In Three Ohase Inverter
... the method of differential evolution in order to find the number of switching angle which will obtain all the result in term of the best number of switching angle and also the trajectories curve ...
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Air Pollution Prediction via Differential Evolution Strategies with Random Forest Method
... This paper proposes the process of predicting air pollutants via Differential evolution method with random forest. The challenges of our approach lie in two aspects. The first is to identify ...
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A Novel Differential Evolution with Uniform Design for Continuous Global Optimization
... a differential evolution method (MACO) for chaotic ...hybrid differential evolution (CGHDE) to high-dimensional complex engineering ...earlier evolution phase and Gaussian ...
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A Modified Differential Evolution Algorithm for Resource Constrained Multi-project Scheduling Problem
... Abstract — The resource constrained multi-project scheduling problem (RCMPSP) is an important issue in business applications. In this paper, a modified differential evolution algorithm is introduced to ...
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Hybridized Firefly And Differential Evolution Optimization Algorithm Based Feature Selection For Disease Prediction
... ANFIS method was used to classify the data as existence and non-existence of breast ...selection method [10] was proposed for feature selection of efficient heart disease ...this method is ...
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Design of a Reconfigurable Antenna Array with Discrete Phase Shifters Using Differential Evolution Algorithm
... To evaluate the performance of the differential evolution algorithm, the reconfigurable antenna-array design with the discrete phase shifters is considered. In [21], two separate experiments (I and II) are ...
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Pressure Driven Demand and Leakage Simulation for Pipe Networks Using Differential Evolution
... Differential evolution (DE) is a simple powerful and population-based stochastic optimization algorithm that outperforms many meta-heuristic algorithms on numeri- cal single objective optimization ...
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Fuzzy Differential Evolution Algorithm
... the Differential Evolution Optimizer ...key differential evolution features discussed in the methodology, such as fuzzy differential evolution and the ability to deal with ...
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Comparison of Evolutionary Computation and Empirical Penman-Monteith Equation for Daily and Monthly Reference Evapotranspiration Estimation in Tropical Region
... The main objective of the present study is to estimate the ETo by using Differential Evolution and System Identification (DESI) and Modified Genetic Algorithm (MGA) approach. The DESI and MGA algorithm are ...
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ASSOCIATION RULE MINING BASED VIDEO CLASSIFIER WITH LATE ACCEPTANCE HILL CLIMBING APPROACH
... In this paper, we modify the searching strategies of Artificial Bee Colony algorithm at the employe d and onlooker bees’ stage. The modification is ins pired by DE and introduces not only the best soluti on at the ...
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Global Optimization by Differential Evolution and Particle Swarm Methods: Evaluation on Some Benchmark Functions
... The method improves upon the earlier local search algorithms that needed ‘multiple start’ from several points distributed over the whole optimization ...clustering method of Törn avoids this repeated ...
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Generation of Stair Step Patterns using Modified Differential Evolution Algorithm
... In this paper an original radiation pattern which is some approximation to the desired radiation pattern is generated by a new optimization method. The main aim of this work is to generate a stair stepped ...
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