Search Results - Genetic algorithm parameter adaptation

A simultaneous parameter adaptation scheme for genetic algorithms with application to phased array synthesis by Boeringer, D.W., Werner, D.H., Machuga, D.W.

“… An important issue facing the user is the selection of genetic algorithm parameters, such as mutation rate, mutation range, and number of crossovers…”
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Parallel genetic algorithm with parameter adaptation by Tongchim, Shisanu, Chongstitvatana, Prabhas

“… The parameter adaptation occurs in parallel to the running of the genetic algorithm. The proposed method is compared with the algorithms that use random parameter sets and a standard parameter set…”
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Maintaining Healthy Population Diversity Using Adaptive Crossover, Mutation, and Selection by McGinley, Brian, Maher, John, O'Riordan, Colm, Morgan, Fearghal

“…This paper presents ACROMUSE, a novel genetic algorithm (GA) which adapts crossover, mutation, and selection parameters…”
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CSPA: Channel Selection and Parameter Adaptation scheme based on genetic algorithm for cognitive radio Ad Hoc networks by Aslam, Saleem, Lee, Kyung Geun

“… CR has two distinct features, the spectrum sensing and the parameter adaptation. The former feature helps the CR to find the vacant spectrum slots/channels…”
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Parallel genetic algorithm with parameter adaptation: Special issue on evolutionary computing by TONGCHIM, Shisanu, CHONGSTITVATANA, Prabhas

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Video segmentation using genetic algorithms with automatic parameter adaptation by Kim, E.Y.

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Video segmentation using genetic algorithms with automatic parameter adaptation by Kim, E Y

“…A novel genetic algorithm for video sequence segmentation is presented. The novelty of the approach is that the mating rates such as crossover rate and mutation rate are not constant, but spatio-temporally varying…”
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A novel approach in parameter adaptation and diversity maintenance for genetic algorithms by Lee, K.-H., Leung, K.-S., Ho, C.-W., Wong, Y.-Y.

“…In this paper, we propose a probabilistic rule-driven adaptive model (PRAM) for parameter adaptation and a repelling approach for diversity maintenance in genetic algorithms…”
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Hybrid Genetic-Environmental Adaptation Algorithm to Improve Parameters of COCOMO for Software Cost Estimation by Gandomani, Taghi Javdani, Dashti, Maedeh, Nafchi, Mina Zaiei

“…) and environmental adaptation (EA) methods. The results indicate that the EA algorithm can solve the divergence issue of the genetic algorithm and optimize the coefficients of the COCOMO model as well…”
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Optimization of interconnects for signal integrity using self - adaptation in real - parameter genetic algorithms with simulated binary cross over (SBX) by Sabanayagam, A., Kumar, V.A., Raju, S., Kumar, N.S.

“…Signal integrity is the ability of a signal to generate correct responses in the circuit. High speed interconnect is the one in which the time taken by the…”
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Operator and parameter adaptation in genetic algorithms by Smith, J. E., Fogarty, T. C.

“…Genetic Algorithms are a class of powerful, robust search techniques based on genetic inheritance and the Darwinian metaphor of “Natural Selection…”
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A new parameter adaptation method for Genetic Algorithms and Ant Colony Optimization algorithms by Byerly, Adam, Uskov, Alexander

“… This paper introduces a genetic algorithm implementation, an ant colony optimization algorithm implementation, and a method of adapting the parameters for the algorithms during the course…”
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The automatic design of parameter adaptation techniques for differential evolution with genetic programming by Stanovov, Vladimir, Akhmedova, Shakhnaz, Semenkin, Eugene

“…This study proposes a technique aimed at the automatic search for parameter adaptation strategies in a differential evolution algorithm with genetic programming symbolic regression…”
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Real-coded genetic algorithm parameter setting for cognitive radio adaptation by Saoucha, N. Ali, Lammari, A. C., Benatchba, K.

“… Transmission parameters adaptation in a dynamic multicarrier environment has been previously studied using genetic algorithms (GA…”
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Bayesian network as an adaptive parameter setting approach for genetic algorithms by Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine, Sabourin, Robert

“…Parameter setting currently ranks among the most actively researched topics in the evolutionary algorithm (EA) community…”
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Energy-efficient clustering in wireless sensor networks using multi-objective genetic algorithm with adaptive parameter by Ejaz, Muhammad, Asim, Muhammad, Jinsong, Gui, Chelloug, Samia Allaoua, El-Latif, Ahmed A. Abd

“… We propose the Multi-Objective Genetic Algorithm with Adaptive Parameters (MOGAA), integrating four key components…”
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Self adaptation of parameters for MCPC in genetic algorithms by Esquivel, S.C, Leiva, H.A, Gallard, R.H

“… Self-adaptation of parameters…”
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2-Dimensional genetic algorithm exhibited an essentiality of gene interaction for evolution by Akashi, Motohiro, Fujihara, Ichiro, Takemura, Masaharu, Furusawa, Mitsuru

“… In a previous study, the 2-dimensional genetic algorithm (2DGA) program, including a gene interaction parameter, could simulate punctuated equilibrium under the disparity mode…”
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Incorporating domain-specific knowledge into a genetic algorithm to implement case-based reasoning adaptation by Passone, S., Chung, P.W.H., Nassehi, V.

“… A new adaptation approach is presented in this paper which uses a modified genetic algorithm incorporating specific domain knowledge and information provided by the retrieved cases…”
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Genetic algorithms with self-adaptation for predictive classification of Medicare standardized payments for physical therapists by Norat, Reamonn, Wu, Annie S., Liu, Xinliang

“… A self-adaptive genetic algorithm is an evolutionary algorithm in which some or all of the algorithm’s parameters are evolved over the course of its execution…”
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