Search Results - stochastic metaheuristic optimization algorithm

Fungal growth optimizer: A novel nature-inspired metaheuristic algorithm for stochastic optimization by Abdel-Basset, Mohamed, Mohamed, Reda, Abouhawwash, Mohamed

“…•Offers a robust alternative for solving complex stochastic optimization problems. This study presents a new nature-inspired metaheuristic algorithm, known as the fungal growth optimizer (FGO…”
Get full text

Projectile-target search algorithm: a stochastic metaheuristic optimization technique by Hiendro, Ayong

“…This paper proposes a new stochastic metaheuristic optimization algorithm which is based on kinematics of projectile motion and called projectile-target search (PTS) algorithm…”
Get full text

Optimization and inventory management under stochastic demand using metaheuristic algorithm by Tan, Nguyen Duy, Kim, Hwan-Seong, Long, Le Ngoc Bao, Nguyen, Duy Anh, You, Sam-Sang

“…This study considers multi-period inventory systems for optimizing profit and storage space under stochastic demand…”
Get full text

Multicriteria Optimization of Stochastic Robust Control of the Tracking System by Kuznetsov, Borys I., Bovdui, Ihor V., Voloshko, Olena V., Nikitina, Tetyana B., Kobylianskyi, Borys B.

“…A multicriteria optimization of stochastic robust control with two degrees of freedom of a tracking system with anisotropic regulators has been developed to increase accuracy and reduce sensitivity…”
Get full text

Two effective metaheuristic algorithms for solving a stochastic optimization model of a multi-echelon supply chain by Khalifehzadeh, Sasan, Fakhrzad, M.B., Zare Mehrjerdi, Yahia, Hosseini_Nasab, Hasan

“… A stochastic multi objective model with maximizing total profit of the system and minimizing total delivery lead time is designed…”
Get full text

Multicriteria Parametric Optimization of Nonlinear Robust Control with Two Degrees of Freedom by a Discrete-Continuous Plant by Kuznetsov, Borys I., Bovdui, Ihor V., Voloshko, Olena V., Nikitina, Tetyana B., Kobylianskyi, Borys B.

“…A multicriteria parametric optimization of nonlinear robust control with two degrees of freedom by a discrete-continuous plant has been developed to increase accuracy and reduce sensitivity to uncertain plant parameters…”
Get full text

Dynamic-fitness-distance-balance stochastic fractal search (dFDB-SFS algorithm): an effective metaheuristic for global optimization and accurate photovoltaic modeling by Kahraman, Hamdi Tolga, Hassan, Mohamed H., Katı, Mehmet, Tostado-Véliz, Marcos, Duman, Serhat, Kamel, Salah

“…The stochastic fractal search (SFS) algorithm, among population-based metaheuristic automation algorithms, is a robust optimization algorithm for solving optimization problems in different fields of science, inspired by the diffusion…”
Get full text

Efficient Stochastic Model for Operational Availability Optimization of Cooling Tower Using Metaheuristic Algorithms by Kumar, Ashish, Saini, Monika, Gupta, Nivedita, Sinwar, Deepak, Singh, Dilbag, Kaur, Manjit, Lee, Heung-No

“…Metaheuristic algorithms are extensively utilized to find solutions and optimize complex industrial systems' performance…”
Get full text

A COMPARISON STUDY OF DETERMINISTIC AND METAHEURISTIC ALGORITHMS FOR STOCHASTIC TRAFFIC FLOW OPTIMIZATION UNDER SATURATED CONDITION by Tan, Min Keng, Chuo, Helen Sin Ee, Lim, Kit Guan, Chin, Renee Ka Yin, Yang, Soo Siang, Teo, Kenneth Tze Kin

“…) algorithms, which can categorize as deterministic and metaheuristic algorithms have been suggested to mitigate congestion…”
Get full text

Stochastic modeling and availability optimization of reverse osmosis water purification system using metaheuristic algorithms by Saini, Monika, Kumar, Naveen, Sinwar, Deepak, Kumar, Ashish

“…PurposeThe main objective of the present investigation is to develop a novel efficient stochastic model for availability optimization of reverse osmosis machine system (ROMS…”
Get full text

Stochastic Modeling and Performance Optimization of Marine Power Plant with Metaheuristic Algorithms by Saini, Monika, Patel, Bhavan Lal, Kumar, Ashish

“… subsystems. The availability expression of marine power plant is derived. Metaheuristic algorithms namely dragonfly algorithm (DA), bat algorithm (BA…”
Get full text

Stochastic Optimization Method for Multi-exit Deep Neural Networks for Edge Intelligence Applications by LI Zhoucheng, ZHANG Yi, SUN Jin

“… AoI.The stochastic optimization theory is incorporated to make decision on the most appropriate exit configuration for the purpose of minimizing…”
Get full text

Stochastic-Metaheuristic Model for Multi-Criteria Allocation of Wind Energy Resources in Distribution Network Using Improved Equilibrium Optimization Algorithm by Alanazi, Abdulaziz, Alanazi, Mohana, Nowdeh, Saber Arabi, Abdelaziz, Almoataz Y., Abu-Siada, Ahmed

“…) and load demand based on the normal PDF and using a new meta-heuristic method named the improved equilibrium optimization algorithm (IEOA…”
Get full text

Application of a novel metaheuristic algorithm inspired by Adam gradient descent in distributed permutation flow shop scheduling problem and continuous engineering problems by Xia, Yiqiang, Ji, Yanzhe

“… Metaheuristic algorithms that combine mathematical properties with stochastic search processes can help break through the traditional evolutionary paradigm and enhance individual optimization…”
Get full text

Enhanced leader particle swarm optimisation (ELPSO): An efficient algorithm for parameter estimation of photovoltaic (PV) cells and modules by Rezaee Jordehi, A.

“… This problem is commonly converted into an optimisation problem and is solved by metaheuristic optimisation algorithms…”
Get full text

Efficient DC motor speed control using a novel multi-stage FOPD(1 + PI) controller optimized by the Pelican optimization algorithm by Jabari, Mostafa, Ekinci, Serdar, Izci, Davut, Bajaj, Mohit, Zaitsev, Ievgen

“… Comparative analysis is conducted against conventional PID and fractional-order PID (FOPID) controllers, fine-tuned using metaheuristic algorithms such as atom search optimization (ASO…”
Get full text

Optimal Stochastic Process Optimizer: A New Metaheuristic Algorithm With Adaptive Exploration-Exploitation Property by Xu, Jiahong, Xu, Lihong

“… This work proposes a novel self-adaptive metaheuristic optimization algorithm, named Optimal Stochastic Process Optimizer (OSPO…”
Get full text

A dynamic stochastic search algorithm for high-dimensional optimization problems and its application to feature selection by Liu, Qi, Liu, Mengxue, Wang, Fengde, Xiao, Wensheng

“… In this paper, a novel metaheuristic algorithm called Dynamic Stochastic Search (DSS) is proposed for high-dimensional optimization problems…”
Get full text

A Novel Parameter Optimization Metaheuristic: Human Habitation Behavior Based Optimization by Jain, Divya, Arya, Mithlesh, Malik, Varun, Singh, S Vikram

“…Parameters have great impact on the performance of an optimization algorithm. This paper concerns parameter tuning for metaheuristics which are stochastic optimization algorithms…”
Get full text

Forecasting wind power based on an improved al-Biruni Earth radius metaheuristic optimization algorithm by Saeed, Mohammed A., Ibrahim, Abdelhameed, El-Kenawy, El-Sayed M., Abdelhamid, Abdelaziz A., El-Said, M., Abualigah, Laith, Alharbi, Amal H., Khafaga, Doaa Sami, Elbaksawi, Osama

“…) metaheuristic optimization algorithm. The BER algorithm, based on stochastic fractal search (SFS) principles, has been refined and optimized to achieve superior accuracy in wind power prediction…”
Get full text