Výsledky vyhledávání - combination in meta‐heuristic algorithms

A new index‐based hyper‐heuristic algorithm for global optimisation problems Autor Hasanzadeh, Mohammad Reza, Keynia, Farshid, Hashemipour, Maliheh

“…In this research study, a new combination search algorithm, based on indexing its constituent processes, is proposed to solve global optimisation problems…”
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Multi-objective hub-spoke network design of perishable tourism products using combination machine learning and meta-heuristic algorithms Autor Chobar, Adel Pourghader, Adibi, Mohammad Amin, Kazemi, Abolfazl

“… Accordingly, the combination of Hub-Spoke network and supply chain is assessed here. Moreover, this combination is to use transportation discounts in the supply chain network…”
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Accuracy Improvement of Mood Disorders Prediction using a Combination of Data Mining and Meta -Heuristic Algorithms Autor Fariborzi, Mana, Zeinalnezhad, Masoomeh, Saghaei, Abbas

“…Introduction: Since the delay or mistake in the diagnosis of mood disorders due to the similarity of their symptoms hinders effective treatment, this study…”
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Designing a sustainable bioethanol supply chain network: A combination of machine learning and meta-heuristic algorithms Autor Momenitabar, Mohsen, Dehdari Ebrahimi, Zhila, Ghasemi, Peiman

“…Bioethanol demands have increased during the last decade due to unexpected events worldwide. It is among the renewable energy sources that are utilized to…”
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Improving the prediction of heating energy consumed at residential buildings using a combination of support vector regression and meta-heuristic algorithms Autor Khajavi, Hamed, Rastgoo, Amir

“… Then, using the hybridization technique, SVR was combined with six meta-heuristic algorithms to tune and optimize the hyper-parameters…”
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Improving the short-term prediction of dissolved carbon monoxide using a combination of Light GBM and meta-heuristic algorithms Autor Yun, Dawei, Zheng, Bing, Wu, Haiwei, Gu, Fengrun, Zhou, Jiaoli

“… Utilizing a hybrid modeling approach that integrates the Light Gradient Boosting Machine with several meta-heuristic optimization algorithms such as Chaos Game Optimization, Aquila Optimizer…”
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Predicting daily heating energy consumption in residential buildings through integration of random forest model and meta-heuristic algorithms Autor Xu, Weiyan, Tu, Jielei, Xu, Ning, Liu, Zuming

“… The study employs six combinations of the Random Forest algorithm and meta-heuristic optimizers…”
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Multi-hazard spatial modeling via ensembles of machine learning and meta-heuristic techniques Autor Bordbar, Mojgan, Aghamohammadi, Hossein, Pourghasemi, Hamid Reza, Azizi, Zahra

“…Considering the large number of natural disasters on the planet, many areas in the world are at risk of these hazards; therefore, providing an integrated map…”
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Combination of fuzzy based on a meta-heuristic algorithm to predict electricity price in an electricity markets Autor Gao, Wei, Sarlak, Vali, Parsaei, Mohammad Reza, Ferdosi, Mohammad

“…•Presenting a new forecast model by consideration of price.•Presenting an improved stochastic algorithm for optimization…”
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Designing the distribution channel selection system in the supply chain of the oil industry using the combination of adaptive neural-fuzzy network and meta-heuristic algorithms Autor abdollah ahmadi, naser Fegh-hi Farahmand, Soleiman Iranzadeh

“…The purpose of this research was to design a distribution channel selection system in the supply chain of the oil industry using the combination of adaptive neural-fuzzy network and meta-heuristic algorithms (Case study…”
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Efficient training of two ANNs using four meta-heuristic algorithms for predicting the FRP strength Autor Kaveh, Ali, Khavaninzadeh, Neda

“… However, the ANN structure and parameters are usually are chosen by experience. In this study, the aim is to use the combination of meta-heuristic algorithm with two…”
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Predicting the consumed heating energy at residential buildings using a combination of categorical boosting (CatBoost) and Meta heuristics algorithms Autor Dasi, He, Ying, Zhang, Yang, Boyuan

“… In order to improve the predictions, the Categorical Boosting (CatBoost) method combined with six other meta-heuristics algorithms, and six different hybrid models were made…”
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Quantum inspired meta-heuristic approach for optimization of genetic algorithm Autor Ganesan, Vithya, Sobhana, M., Anuradha, G., Yellamma, Pachipala, Devi, O. Rama, Prakash, Kolla Bhanu, Naren, J.

“…, and multi-objective-based approaches. The Quantum Inspired Meta-Heuristic (QIMH) Algorithm is a synergistic combination of evolutionary algorithm, quantum computing…”
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Investigation into the efficiency of different bionic algorithm combinations for a COBRA meta-heuristic Autor Akhmedova, Sh, Semenkin, E

“…Previously, a meta-heuristic approach, called Co-Operation of Biology-Related Algorithms or COBRA, for solving real-parameter optimization problems was introduced and described…”
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An automatic kriging machine learning method to calibrate meta-heuristic algorithms for solving optimization problems Autor Tondut, J., Ollier, C., Di Cesare, N., Roux, J.C., Ronel, S.

“…For years, meta-heuristic algorithms have been widely studied and many improved versions have been developed…”
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A rigorous approach to uncertain production optimization using a hybrid algorithm: Combination of a meta-heuristic and a Quasi-Newton method Autor Naderi, Meysam, Khamehchi, Ehsan, Karimi, Behrooz

“… This integrated modeling maximizes the reliability of simulation output. Then, the Broyden–Fletcher–Goldfarb–Shanno (BFGS) coupled with meta-heuristic bat algorithm…”
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A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms: Meta-heuristic Intelligence Based Image Processing Autor LEVADA, Alexandre L. M, MASCARENHAS, Nelson D. A, TANNUS, Alberto

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Optimisation of CaO-Al2O3-SiO2-CaSO4-based catalysts performance for methanolysis of waste lard for biodiesel production using response surface methodology and meta-heuristic algorithms Autor Ajala, E.O., Ehinmowo, A.B., Ajala, M.A., Ohiro, O.A., Aderibigbe, F.A., Ajao, A.O.

“…) and meta-heuristic algorithms such as particle swarm optimisation (PSO), genetic algorithm (GA…”
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Develop an integrated candlestick technical analysis model using meta-heuristic algorithms Autor Mahmoodi, Armin, Hashemi, Leila, Jasemi, Milad

“…) with meta-heuristic algorithms of particle swarm optimization (PSO), imperialist competition algorithm (ICA…”
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Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems Autor Mohamed, Ali Wagdy, Sallam, Karam M., Agrawal, Prachi, Hadi, Anas A., Mohamed, Ali Khater

“…To develop new meta-heuristic algorithms and evaluate on the benchmark functions is the most challenging task…”
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