Výsledky vyhledávání - Multi-Objective Extended Genetic Programming algorithm

Evolutionary multi-objective optimization for evolving hierarchical fuzzy system Autor Jarraya, Yosra, Bouaziz, Souhir, Alimi, Adel M., Abraham, Ajith

“…In this paper, a Multi-Objective Extended Genetic Programming (MOEGP) algorithm is developed to evolve the structure of the Hierarchical Flexible Beta Fuzzy System (HFBFS…”
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Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree Autor Ammar, Marwa, Bouaziz, Souhir, Alimi, Adel M., Abraham, Ajith

“… For that, a multi-objective context was adopted which based on Pareto dominance. The agents use two algorithms…”
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Evolutionary multi-objective based hierarchical interval type-2 beta fuzzy system for classification problems Autor Jarraya, Yosra, Bouaziz, Souhir, Alimi, Adel M.

“…). The structure learning phase is performed in a multi-objective context by applying the Multi-Objective Extended Genetic Programming (MOEGP) algorithm…”
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Pymoo: Multi-Objective Optimization in Python Autor Blank, Julian, Deb, Kalyanmoy

“… Only a few of them support optimization of multiple conflicting objectives at a time, but do not provide comprehensive tools for a complete multi-objective optimization task…”
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Shape-constrained multi-objective genetic programming for symbolic regression Autor Haider, C., de Franca, F.O., Burlacu, B., Kronberger, G.

“… positivity, monotonicity, or convexity/concavity). To satisfy these properties, we have extended multi-objective algorithms with shape constraints…”
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Multi-objective scheduling of heterogeneous parallel systems using the VITS algorithm Autor Bakhoda, Saeedeh, Abdollahi Azgomi, Mohammad, Ebrahimi Dishabi, Mohammad Reza

“… This study addresses this issue and investigates multi-objective scheduling in heterogeneous parallel environments regarding processing speed and cost…”
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Extended multi-objective firefly algorithm for hydropower energy generation Autor Bozorg-Haddad, Omid, Garousi-Nejad, Irene, Loáiciga, Hugo A.

“… This paper evaluates the performance of an extended multi-objective developed firefly algorithm (MODFA…”
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Multi-Objective Security Constrained Unit Commitment via Hybrid Evolutionary Algorithms Autor Ali, Aamir, Shah, Arslan, Keerio, Muhammad Usman, Mugheri, Noor Hussain, Abbas, Ghulam, Touti, Ezzeddine, Hatatah, Mohammed, Yousef, Amr, Bouzguenda, Mounir

“…). There has been a growing interest in using evolutionary algorithms (EAs) to tackle large-scale multi-objective MINLP problems in recent two decades…”
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Solving single- and multi-objective optimal power flow problems using the spider wasp optimization algorithm Autor Merah, Hana, Jameel, Mohammed, Gacem, Abdelmalek, Attous, Djilani Ben, Ebeed, Mohamed, Sameh, Mariam A.

“… For multi-objective optimization, the SWO algorithm is extended using the Pareto concept to form…”
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A Discrete Firefly Algorithm for the Multi-Objective Hybrid Flowshop Scheduling Problems Autor Marichelvam, Mariappan Kadarkarainadar, Prabaharan, Thirumoorthy, Xin She Yang

“… In this letter, a recently developed discrete firefly algorithm is extended to solve hybrid flowshop scheduling problems with two objectives…”
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Developing Equations for Free Vibration Parameters of Bistable Composite Plates Using Multi-Objective Genetic Programming Autor Saberi, Saeid, Hosseini, Alireza Sadat, Yazdanifar, Fatemeh, Castro, Saullo G. P.

“… In the current paper, a new methodology combining the Finite Element Method (FEM) and Multi-Objective Genetic Programming (MOGP…”
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Automatic generation control of multi-area power system using multi-objective non-dominated sorting genetic algorithm-II Autor Panda, Sidhartha, Yegireddy, Narendra Kumar

“… Controllers design problems are multi objective optimization problems as the controller must satisfy several performance measures that are often conflicting and competing with each…”
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Multi-Objective Optimal Allocation of Regional Water Resources Based on the Improved NSGA-III Algorithm Autor Wang, Yuhao, Wang, Yi, He, Bin

“… Compared with some commonly used multi-objective algorithms and tested using the DTLZ series functions, the proposed algorithm demonstrates improved overall…”
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Continuous Cartesian Genetic Programming based representation for multi-objective neural architecture search Autor Garcia-Garcia, Cosijopii, Morales-Reyes, Alicia, Escalante, Hugo Jair

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A constrained multi-objective dynamic corridor allocation problem model for low-carbon manufacturing Autor Guo, Zihan, Zhang, Zeqiang, Ji, Dan, He, Zongxing, Guo, Lei, Tian, Tong, Liu, Silu

“… To address this gap, this study proposes an extended constrained multi-objective dynamic corridor allocation problem that integrates three optimisation objectives…”
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Developing a meat supply chain network design using a multi-objective possibilistic programming approach Autor Mohammed, Ahmed, Wang, Qian

“… Design/methodology/approach A multi-objective possibilistic programming model was formulated with a focus on minimizing the total cost of transportation, the number of transportation vehicles…”
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The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems Autor Wang, Hao, Emmerich, Michael, Deutz, André, Hernández, Víctor Adrián Sosa, Schütze, Oliver

“… To extend its scope to non-convex optimization problems, the HVN method was hybridized with a multi-objective evolutionary algorithm (MOEA…”
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Node Placement Optimization of Wireless Sensor Networks Using Multi-Objective Adaptive Degressive Ary Number Encoded Genetic Algorithm Autor Zhang, Yijie, Liu, Mandan

“… The degressive ary number encoding is further extended to a multi-objective optimization problem…”
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Multi-Objective Optimization of a Fractional-Order Lorenz System Autor de la Fraga, Luis Gerardo

“…A fractional-order Lorenz system is optimized to maximize its maximum Lyapunov exponent and Kaplan-York dimension using the Non-dominated Sorting Genetic Algorithm II (NSGA-II) algorithm…”
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An application of extended NSGA-II in interval valued multi-objective scheduling problem of crews Autor Banerjee, Tanmoy, Biswas, Amiya, Shaikh, Ali Akbar, Bhunia, Asoke Kumar

“…In public or private transport industry, crew scheduling of any public transport is an important problem. It is associated with the assignment of crews for…”
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