Výsledky vyhledávání - "Chimp optimization algorithm"

Performance optimization of photovoltaic and solar cells via a hybrid and efficient chimp algorithm Autor Yang, Chao, Su, Chang, Hu, Haiting, Habibi, Mostafa, Safarpour, Hamed, Amine Khadimallah, Mohamed

“…•An efficient optimization technique, dubbed the Chimp Optimization Algorithm (ChOA), for estimating the model parameters of solar networks.•The proposed ChOA…”
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Hybrid intelligence strategy for techno-economic reactive power dispatch approach to ensure system security Autor Raj, Saurav, Mahapatra, Sheila, Babu, Rohit, Verma, Sumit

“…This work consolidates chaotic maps into a contemporary heuristic approach called Chimp Optimization Algorithm (COA). Augmentation of ten chaotic maps to COA…”
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Classification of underwater acoustical dataset using neural network trained by Chimp Optimization Algorithm Autor Khishe, M., Mosavi, M.R.

“…Due to the variability of the radiated signal of the underwater targets, the classification of the underwater acoustical dataset is a challenging problem in…”
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Wind speed prediction by a swarm intelligence based deep learning model via signal decomposition and parameter optimization using improved chimp optimization algorithm Autor Suo, Leiming, Peng, Tian, Song, Shihao, Zhang, Chu, Wang, Yuhan, Fu, Yongyan, Nazir, Muhammad Shahzad

“…Accurate prediction of wind speed plays a very important role in the stable operation of wind power plants. In this study, the goal is to establish a hybrid…”
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Dynamic Levy Flight Chimp Optimization Autor Kaidi, Wei, Khishe, Mohammad, Mohammadi, Mokhtar

“…The Chimp Optimization Algorithm (ChOA) is a hunting-based model and can be utilized as a set of optimization rules to tackle optimization problems. Due to…”
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A novel chaotic chimp sine cosine algorithm Part-I: For solving optimization problem Autor Vigya, Raj, Saurav, Shiva, Chandan Kumar, Vedik, Basetti, Mahapatra, Sheila, Mukherjee, V.

“…In the realm of solving complex optimization problems, it becomes crucial to fulfill multiple objectives to achieve optimal system performance while adhering…”
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Evolving chimp optimization algorithm by weighted opposition-based technique and greedy search for multimodal engineering problems Autor Bo, Qiuyu, Cheng, Wuqun, Khishe, Mohammad

“…This paper presents an evolved chimp optimization algorithm (ChOA) that uses greedy search (GS) and opposition-based learning (OBL) to respectively increase…”
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Distributed power generation planning for distribution network using chimp optimization algorithm in order to reliability improvement Autor Borousan, Farzaneh, Hamidan, Mohammad-Ali

“…•Optimal placement of distributed generation using ChOA in 119-bus radial distribution systems.•Planning to reliability improvement and increase voltage…”
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Real‑time COVID-19 diagnosis from X-Ray images using deep CNN and extreme learning machines stabilized by chimp optimization algorithm Autor Hu, Tianqing, Khishe, Mohammad, Mohammadi, Mokhtar, Parvizi, Gholam-Reza, Taher Karim, Sarkhel H., Rashid, Tarik A.

“…•An evolutionary DCNN is utilized to detect COVID-19 positive cases.•The fully connected layers are replaced by an Extreme learning machine.•The chimp…”
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An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm Autor Houssein, Essam H., Emam, Marwa M., Ali, Abdelmgeid A.

“…Thermography images are a helpful screening tool that can detect breast cancer by showing the body parts that indicate an abnormal change in temperature…”
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Niching chimp optimization for constraint multimodal engineering optimization problems Autor Gong, Shuo-Peng, Khishe, Mohammad, Mohammadi, Mokhtar

“…•Applying the Niching concept to ChOA (NChOA).•The NChOA proposes a novel constraint handling technique.•The NChOA's performance was evaluated on 37 numerical…”
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Diagnose Parkinson’s disease and cleft lip and palate using deep convolutional neural networks evolved by IP-based chimp optimization algorithm Autor Chen, Feng, Yang, Chunyan, Khishe, Mohammad

“…•The best architecture for DCNNs are found via the ChOA.•A unique coding approach based on Internet Protocol address is developed.•An Enfeebled layer is…”
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Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images Autor Cai, Chengfeng, Gou, Bingchen, Khishe, Mohammad, Mohammadi, Mokhtar, Rashidi, Shima, Moradpour, Reza, Mirjalili, Seyedali

“…•An end-to-end nature-inspired fine-tuning methodology for DCNN is proposed.•ChOA is used for the first time in this paper to tune the DCNN's parameters.•The…”
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Optimization of constraint engineering problems using robust universal learning chimp optimization Autor Liu, Lingxia, Khishe, Mohammad, Mohammadi, Mokhtar, Hussein Mohammed, Adil

“…Due to the challenging constraint search space of real-world engineering problems, a variation of the Chimp Optimization Algorithm (ChOA) called the Universal…”
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Predicting the environmental economic dispatch problem for reducing waste nonrenewable materials via an innovative constraint multi-objective Chimp Optimization Algorithm Autor Zhu, Lei, Ren, Hao, Habibi, Mostafa, Mohammed, Khidhair Jasim, Khadimallah, Mohamed Amine

“…The usage of conventional fossil fuels has aided fast economic growth while also having negative consequences, such as increased global warming and the…”
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Optimization of hybrid energy management system based on high-energy solid-state lithium batteries and reversible fuel cells Autor Li, Xue, Li, Minghai, Habibi, Mostafa, Najaafi, Neda, Safarpour, Hamed

“…Integrating a high power source, like a super capacitor (SCAP), and a lithium-ion battery (LIB) for electric vehicle (EV) applications yields achievement…”
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SSC: A hybrid nature-inspired meta-heuristic optimization algorithm for engineering applications Autor Dhiman, Gaurav

“…Chimp Optimization Algorithm (ChoA) is a recently developed meta-heuristic approach which is inspired by the individual intelligence and sexual motivation of…”
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Nodes clustering and multi-hop routing protocol optimization using hybrid chimp optimization and hunger games search algorithms for sustainable energy efficient underwater wireless sensor networks Autor Yang, Yang, Wu, Yunqiang, Yuan, Hongji, Khishe, Mohammad, Mohammadi, Mokhtar

“…Clustering and routing processes in underwater wireless sensor networks (UWSNs) are challenging tasks in the underwater environment due to the multiplicity of…”
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Solar photovoltaic model parameter identification using robust niching chimp optimization Autor Bo, Qiuyu, Cheng, Wuqun, Khishe, Mohammad, Mohammadi, Mokhtar, Mohammed, Adil Hussein

“…•A niching concept is inspired to enhance the original ChOA.•RN-ChOA proposes a novel constraint handling technique.•The RN-ChOA is applied to estimate…”
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Predicting the performance of solar dish Stirling power plant using a hybrid random vector functional link/chimp optimization model Autor Zayed, Mohamed E., Zhao, Jun, Li, Wenjia, Elsheikh, Ammar H., Elaziz, Mohamed Abd, Yousri, Dalia, Zhong, Shengyuan, Mingxi, Zhu

“…•A solar dish/Stirling power plant was modeled using artificial intelligence models.•A hybrid random vector functional link (RVFL) models were developed.•Four…”
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