Výsledky vyhledávání - multiobjective optimization in evolution algorithms

Hybrid Differential Evolution-Particle Swarm Optimization Algorithm for Multiobjective Urban Transit Network Design Problem with Homogeneous Buses Autor Buba, Ahmed Tarajo, Lee, Lai Soon

“… This paper proposes a hybrid differential evolution with particle swarm optimization (DE-PSO) algorithm to solve the UTNDP, aiming to simultaneously optimize route…”
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Improvement of Differential Evolution Multiobjective Optimization Algorithm Based on Decomposition Autor Han, Jiaxin, He, Manman, Wang, Xiaoxiao

“… The effective way to solve multi-objective optimization problems is Multi-objective Evolutionary Algorithm (MOEA…”
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MOE/RF: A Novel Phishing Detection Model Based on Revised Multiobjective Evolution Optimization Algorithm and Random Forest Autor Zhu, Erzhou, Chen, Zhile, Cui, Jie, Zhong, Hong

“… This study proposes a novel phishing detection model, multi-objective evolution/random forest (MOE/RF…”
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Adaptive differential evolution algorithm for multiobjective optimization problems Autor Qian, Weiyi, li, Ajun

“…In this paper, a new adaptive differential evolution algorithm (ADEA) is proposed for multiobjective optimization problems…”
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A novel grey prediction evolution algorithm for multimodal multiobjective optimization Autor Zhou, Ting, Hu, Zhongbo, Zhou, Quan, Yuan, Shixiong

“… To address this issue, a novel grey prediction evolution algorithm for multimodal multiobjective optimization, termed MMGPE, is proposed in this paper…”
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ADEMO/D: Multiobjective optimization by an adaptive differential evolution algorithm Autor Venske, Sandra M., Gonçalves, Richard A., Delgado, Myriam R.

“…This paper presents an approach for continuous optimization called Adaptive Differential Evolution for Multiobjective Problems (ADEMO/D…”
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Application of state-of-the-art multiobjective metaheuristic algorithms in reliability-based design optimization: a comparative study Autor Meng, Zeng, Yıldız, Betül Sultan, Li, Gang, Zhong, Changting, Mirjalili, Seyedali, Yildiz, Ali Riza

“… algorithm, multiobjective gray wolf optimizer, multiobjective multiverse optimization, multiobjective water cycle optimizer, success history-based adaptive multiobjective differential evolution, success…”
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A Hybrid Composite Differential Evolution and Multiobjective Particle Swarm Optimization Evolutionary Algorithm and Its Application Autor Shang, Jin, Li, Guiying

“… This research introduces an improved hybrid algorithm, CoDE-MOPSO, which integrates multi-objective particle swarm optimization with composite differential evolution based on clustering technology…”
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A clustering differential evolution algorithm with neighborhood-based dual mutation operator for multimodal multiobjective optimization Autor Zhou, Ting, Hu, Zhongbo, Su, Qinghua, Xiong, Wentao

“… This paper explores a novel multimodal multiobjective differential evolution algorithm, termed MMO_CDE, for solving MMOPs…”
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Exergoeconomic analysis and optimization of a solar based multigeneration system using multiobjective differential evolution algorithm Autor Rashidi, Halimeh, Khorshidi, Jamshid

“… Next, considering minimizing total cost rate and maximizing exergy efficiency as two objective functions, a multiobjective optimization approach based on differential evolution algorithm is proposed…”
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GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models Autor Mlakar, Miha, Petelin, Dejan, Tušar, Tea, Filipič, Bogdan

“… This paper proposes a novel surrogate-model-based multiobjective evolutionary algorithm called Differential Evolution for Multiobjective Optimization based on Gaussian Process models (GP-DEMO…”
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Multiguiders and Nondominate Ranking Differential Evolution Algorithm for Multiobjective Global Optimization of Electromagnetic Problems Autor Baatar, Nyambayar, Pham, Minh-Trien, Koh, Chang-Seop

“… was considered only at selection step. This paper presents a new multiobjective evolutionary algorithm based on differential evolution…”
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Multiobjective big data optimization based on a hybrid salp swarm algorithm and differential evolution Autor Elaziz, Mohamed Abd, Li, Lin, Jayasena, K P N, Xiong, Shengwu

“…This paper developed a multiobjective Big Data optimization approach based on a hybrid salp swarm algorithm and the differential evolution algorithm…”
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Learning-Driven Algorithm With Dual Evolution Patterns for Solving Large-Scale Multiobjective Optimization Problems Autor Song, Mingshuo, Song, Wei, Wee Lai, Khin

“…Recently, a series of evolutionary algorithms have been proposed to enhance the search efficiency when handling large-scale multiobjective optimization problems (LSMOPs…”
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Multiobjective differential evolution algorithm-based sizing of a standalone photovoltaic water pumping system Autor Muhsen, Dhiaa Halboot, Ghazali, Abu Bakar, Khatib, Tamer

“…•A wide range sets of weights of objective functions are tested. In this paper, a differential evolution based multiobjective optimization algorithm is proposed to optimally size a photovoltaic water pumping system (PVPS…”
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Improved rank-niche evolution strategy algorithm for constrained multiobjective optimization Autor Chen, Ting-Yu, Chen, Meng-Cheng

“…) algorithm to solve constrained and unconstrained multiobjective optimization problems.Design methodology approach - A new mutation step size is developed for evolution strategy…”
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A dual-population co-evolution algorithm with balanced environmental selection for constrained multimodal multiobjective optimization problems Autor Wu, FuLong, Sun, Yu

“…In constrained multimodal multiobjective optimization problems (CMMOPs), the principal challenge is to explore multiple conflicting objectives and multiple…”
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An individual adaptive evolution and regional collaboration based evolutionary algorithm for large-scale constrained multiobjective optimization problems Autor Yu, Kunjie, Yang, Zhenyu, Liang, Jing, Qiao, Kangjia, Qu, Boyang, Suganthan, Ponnuthurai Nagaratnam

“…Large-scale constrained multiobjective optimization problems (LSCMOPs) refer to constrained multiobjective optimization problems (CMOPs…”
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Multiobjective optimization using differential evolution for real-world portfolio optimization Autor Krink, Thiemo, Paterlini, Sandra

“…Portfolio optimization is an important aspect of decision-support in investment management…”
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Multiobjective Optimization of HEV Fuel Economy and Emissions Using the Self-Adaptive Differential Evolution Algorithm Autor Wu, Lianghong, Wang, Yaonan, Yuan, Xiaofang, Chen, Zhenlong

“…This paper describes the application of a novel multiobjective self-adaptive differential evolution (MOSADE…”
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