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Search results for: algorithm
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Year: 2011, Volume: 11, Number: 3
... number of clusters as one of the initializing parameters. Algorithm has been extended in many ways [6] ... the topics which has many practical applications such as medical algorithms. Therefore, clustering results would not be imaging ... algorithm for image clustering with these extensions introduce some additional algorithmic no need to any initializing parameter. In this ...
Year: 2012, Volume: 12, Number: 1
... proposed. most famous problems in combinatorial optimization. The Algorithm efficiency is shown on several TSP instances. paper ... TSP) [1] is one of the many algorithms and improvements in the existing ones for most popular ... [8]. nowadays. Metaheuristics represent a general algorithmic Modifications include the use of a local heuristic and ...
Year: 2015, Volume: 15, Number: 2
... , 2015 Data Clustering on Breast Cancer Data Using Firefly Algorithm with Golden Ratio Method Murat DEMİR1, Ali KARCI2 ... optimization problems of Index Terms — artificial Intelligence, heuristic algorithms, different decision variables, constraints, and objective ... , A. S. Paul, "Gravitational search algorithm-based tuning of fuzzy control systems the Cartesian distance between ...
Year: 2023, Volume: 23, Number: 3
... energy sources today. Getting the according to a specific algorithm. maximum power from these systems in changing When ... , causing heating sensors, partial shading, and complex algorithms are factors and deterioration in the modules [1 ... shows an improvement of 40-50 improvement was achieved in the algorithm's response seconds compared to P&O, while ...
Year: 2020, Volume: 20, Number: 2
... Form of Turkey's Energy Demand Forecasting by the Tree Seed Algorithm and the Modified Tree Seed Algorithm Ayşe BEŞKİRLİ1, ... the literature is analysed, researchers have Index Terms — algorithms, demand forecasting, energy conducted studies on energy ... . [29] suggested a new hybrid genetic algorithm algorithm-based grey prediction method (GAGM) and for workflow ...
Year: 2020, Volume: 20, Number: 1
... , Number 1, 2020 Artificial Immunity Based Wound Healing Algorithm for Power Loss Optimization in Smart Grids Mehmet ÇINAR1 ... power outage spread to other with the results of other algorithms that are available in the parts of the grid ... principle. Figure 3 shows the line load. proposed algorithm's flowchart. First, the initial population of P ...
Year: 2014, Volume: 14, Number: 3
... , Number 3, 2014 Improvement of the Gravitational Search Algorithm by means of Low-Discrepancy Sobol Quasi Random-Number Sequence Based ... eng.ankara.edu.tr,gweber@metu.edu.tr 1 Abstract — Nature-inspired optimization algorithms can solutions must be distributed in the search space ... In Section 2, the basic idea beneath the Sobol algorithm's control parameters [4-6], and the last ...
Year: 2012, Volume: 12, Number: 3
... in terms of efficiency and efficacy. Results obtained are algorithm. statistically analyzed and compared to previously obtained results ... the exploration- approach for diversity tuning in cellular Genetic Algorithms exploitation trade-off using cGAs' structure does not need ... in the local neighborhood. reconfiguration leads to a significant algorithmic Benchmark problems including continuous, real-world and performance improvement ...
Year: 2014, Volume: 14, Number: 1
... Methodology of Adaptive Neuro- Fuzzy Inference System and Genetic Algorithm for Short-term Energy Forecasting Konstantinos KAMPOUROPOULOS1, Fabio ANDRADE1 ... ANFIS implementation for energy prediction (ANFIS) and Genetic Algorithms (GA). The GA has been used ... because of the facing problems brief explanation about the Genetic Algorithm's operation. of the global warming and oil shortage ...
Year: 2020, Volume: 20, Number: 4
... and other renewable energies are optimization methods such as genetic algorithm [5 ], important energy sources for reducing ... The IMOPSOs are compared with the results of various multi-objective algorithms to solve the MEED metaheuristic approaches face early convergence ... . In this paper, the multi-objective dominated sorting genetic algorithm-III (NSGA-III), which environmental-economic load dispatch problem ...
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