Search Results - combination in meta‐heuristic algorithms

A new index‐based hyper‐heuristic algorithm for global optimisation problems by 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…”
Get full text

Multi-objective hub-spoke network design of perishable tourism products using combination machine learning and meta-heuristic algorithms by 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…”
Get full text

Accuracy Improvement of Mood Disorders Prediction using a Combination of Data Mining and Meta -Heuristic Algorithms by 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…”
Get full text

Designing a sustainable bioethanol supply chain network: A combination of machine learning and meta-heuristic algorithms by 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…”
Get full text

Improving the prediction of heating energy consumed at residential buildings using a combination of support vector regression and meta-heuristic algorithms by Khajavi, Hamed, Rastgoo, Amir

“… Then, using the hybridization technique, SVR was combined with six meta-heuristic algorithms to tune and optimize the hyper-parameters…”
Get full text

Improving the short-term prediction of dissolved carbon monoxide using a combination of Light GBM and meta-heuristic algorithms by 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…”
Get full text

Predicting daily heating energy consumption in residential buildings through integration of random forest model and meta-heuristic algorithms by Xu, Weiyan, Tu, Jielei, Xu, Ning, Liu, Zuming

“… The study employs six combinations of the Random Forest algorithm and meta-heuristic optimizers…”
Get full text

Multi-hazard spatial modeling via ensembles of machine learning and meta-heuristic techniques by 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…”
Get full text

Combination of fuzzy based on a meta-heuristic algorithm to predict electricity price in an electricity markets by 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…”
Get full text

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 by 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…”
Get full text

Efficient training of two ANNs using four meta-heuristic algorithms for predicting the FRP strength by 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…”
Get full text

Predicting the consumed heating energy at residential buildings using a combination of categorical boosting (CatBoost) and Meta heuristics algorithms by 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…”
Get full text

Quantum inspired meta-heuristic approach for optimization of genetic algorithm by 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…”
Get full text

Investigation into the efficiency of different bionic algorithm combinations for a COBRA meta-heuristic by 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…”
Get full text

An automatic kriging machine learning method to calibrate meta-heuristic algorithms for solving optimization problems by 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…”
Get full text

A rigorous approach to uncertain production optimization using a hybrid algorithm: Combination of a meta-heuristic and a Quasi-Newton method by 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…”
Get full text

A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms: Meta-heuristic Intelligence Based Image Processing by LEVADA, Alexandre L. M, MASCARENHAS, Nelson D. A, TANNUS, Alberto

Get full text

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 by 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…”
Get full text

Develop an integrated candlestick technical analysis model using meta-heuristic algorithms by Mahmoodi, Armin, Hashemi, Leila, Jasemi, Milad

“…) with meta-heuristic algorithms of particle swarm optimization (PSO), imperialist competition algorithm (ICA…”
Get full text

Evaluating the performance of meta-heuristic algorithms on CEC 2021 benchmark problems by 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…”
Get full text