Fitness Function Evaluation through Fractional Algorithms

機(jī)譯：通過(guò)分?jǐn)?shù)算法進(jìn)行適應(yīng)度函數(shù)評(píng)估

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This paper proposes a Genetic Algorithm (GA) for the design of combinational logic circuits. The fitness function evaluation is calculated using Fractional Calculus. This approach extends the classical fitness function by including a fractional-order dynamical evaluation. The experiments reveal superior results when comparing with the classical method.

機(jī)譯：本文針對(duì)組合邏輯電路的設(shè)計(jì)提出了一種遺傳算法。適應(yīng)度函數(shù)評(píng)估是使用分?jǐn)?shù)微積分計(jì)算的。該方法通過(guò)包括分?jǐn)?shù)階動(dòng)力學(xué)評(píng)估來(lái)擴(kuò)展經(jīng)典適應(yīng)度函數(shù)。與經(jīng)典方法相比，實(shí)驗(yàn)顯示出優(yōu)異的結(jié)果。

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作者
Reis, Cecília; Machado, J. A. Tenreiro;
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年度 2025
總頁(yè)數(shù)
原文格式 PDF
正文語(yǔ)種 eng
中圖分類(lèi)

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2. A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization [J] . Joana Dias, Humberto Rocha, Brigida Ferreira, Central European journal of operations research: CEJOR . 2014,第3期

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3. An experimental evaluation of the incidence of fitness-function/search-algorithm combinations on the classification performance of myoelectric control systems with iPCA tuning [J] . Guillermo A Camacho, Carlos H Llanos, Pedro A Berger, BioMedical Engineering OnLine . 2013,第1期

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4. Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm [C] . Thaina A. A. Tosta, Paulo Ro gerio de Faria, Leandro Alves Neves, European conference on applications of evolutionary computation . 2018

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5. Stereo matching: Evaluation of three algorithms and two cost functions. [D] . Jordan, Victor Jacob. 2012

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6. An experimental evaluation of the incidence of fitness-function/search-algorithm combinations on the classification performance of myoelectric control systems with iPCA tuning [O] . Guillermo A Camacho, Carlos H Llanos, Pedro A Berger, 2013

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7. Fitness function evaluation through fractional algorithms [O] . Reis, Cecília, Machado, J. A. Tenreiro 2011

機(jī)譯：通過(guò)分?jǐn)?shù)算法進(jìn)行適應(yīng)度函數(shù)評(píng)估
8. Ocean feature recognition using genetic algorithms with fuzzy fitness functions (GA/F3) [R] . Ankenbrandt, C. A., Buckles, B. P., Petry, F. E., 1990

機(jī)譯：使用具有模糊適應(yīng)度函數(shù)的遺傳算法識(shí)別海洋特征（Ga / F3）

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Fitness Function Evaluation through Fractional Algorithms

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