Search Results - Multi objective heuristic algorithm

WS‐DOA: Design of Hybrid Heuristic Algorithm for Deriving Multi‐Objective Function of Optimal Task Scheduling and VM Migration Over Cloud Sector by Gugulothu, Ravi, Bulla, Suneetha, Thommandru, Vijaya Saradhi

“…ABSTRACT Cloud‐based computing is an innovative computing model that utilizes a variety of self‐driving devices and adaptable computing structures. Efficient…”
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Q-Learning-Based Multi-Objective Heuristic Algorithm for Solving Multi-Resource Co-Scheduling Problem of Ship-Lock-Channel Considering Water Discharge by Zheng, Qianqian, Xuan, Hua, Zhang, Yu, Li, Bing, He, Lijun, Li, Tao

“… Thereafter, a problem-specific Q-learning-based multi-objective heuristic…”
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Comprehensive assessment of 20 state-of-the-art multi-objective meta-heuristic algorithms for multi-reservoir system operation by Sharifi, Mohammad Reza, Akbarifard, Saeid, Madadi, Mohamad Reza, Akbarifard, Hossein, Qaderi, Kourosh

“…•20 meta-heuristics were compared for optimization of multi-reservoir operation.•Two multi-objective benchmark problems and one real case problem were investigated…”
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IMMAESA: A Novel Evaluation Method of IDPSs' Reactions to Cyber-Attacks on ICSs Using Multi-Objectives Heuristic Algorithms by Zineddine, Mhamed

“… A novel approach called IMMAESA based on a heuristic algorithm is proposed to evaluate the impact of IDPSs' actions when mitigating cyber-attacks…”
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Efficient multi-objective meta-heuristic algorithms for energy-aware non-permutation flow-shop scheduling problem by Goli, Alireza, Ala, Ali, Hajiaghaei-Keshteli, Mostafa

“…•Addressing the energy awareness in a flexible flow-shop scheduling problem.•Proposing multi-objective algorithms for the proposed problem…”
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A multi-objective heuristic algorithm for gene expression microarray data classification by Lv, Jia, Peng, Qinke, Chen, Xiao, Sun, Zhi

“…•A heuristic algorithm improved from UMDA called MOEDA is to solve the model.•Both classification accuracy and number of genes are the objectives…”
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Parallel Hyper-Heuristic Algorithm for Multi-Objective Route Planning in a Smart City by Yao, Yuan, Peng, Zhe, Xiao, Bin

“… This problem can be specified as a multi-objective optimization problem (MOOP). Many methods were proposed in the past to solve the multi-objective route planning, the multi-objective evolutionary approach (MOEA…”
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Multi-objective heuristic algorithms for practical portfolio optimization and rebalancing with transaction cost by Meghwani, Suraj S., Thakur, Manoj

“…•A new repair mechanism is proposed for handling practical constraints.•Three multi-objective evolutionary algorithms are adapted for the proposed models…”
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A Meta-Heuristic Algorithm for Multi-Objective Optimal Design of Hybrid Laminate Composite Structures by Rao, A. Rama Mohan, Shyju, P. P.

“…:  In this article, we propose a meta‐heuristic algorithm for solving multi‐objective combinatorial optimization problems. The proposed multi…”
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Two tuned multi-objective meta-heuristic algorithms for solving a fuzzy multi-state redundancy allocation problem under discount strategies by Mousavi, Seyed Mohsen, Alikar, Najmeh, Niaki, Seyed Taghi Akhavan, Bahreininejad, Ardeshir

“…In this study, a bi-objective multi-state redundancy allocation problem of series…”
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Multi-objective teaching-learning-based meta-heuristic algorithms to solve multi-skilled project scheduling problem by Zabihi, Sina, Rashidi Kahag, Mahdi, Maghsoudlou, Hamidreza, Afshar-Nadjafi, Behrouz

“…•Two hybrid multi-objective optimization algorithms are developed.•Taguchi grey rational method is used to tune parameters of developed algorithms…”
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A Q-learning-based multi-objective hyper-heuristic algorithm with fuzzy policy decision technology by Zhao, Fuqing, Geng, Zewu, Zhang, Jianlin, Xu, Tianpeng

“… In this study, a selection hyper-heuristic method is introduced to learn, select, and apply low-level heuristics to solve multi-objective optimization problems…”
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Multi-objective heuristics algorithm for dynamic resource scheduling in the cloud computing environment by Devi, K. Lalitha, Valli, S.

“… This work uses a genetic algorithm based on encoded chromosome (GEC-DRP) to manage dynamic resource scheduling…”
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MoSSE: a novel hybrid multi-objective meta-heuristic algorithm for engineering design problems by Dhiman, Gaurav, Garg, Meenakshi

“…This paper introduces a novel hybrid optimization algorithm called MoSSE by combining the features of Multi-objective Spotted Hyena Optimizer ( MOSHO…”
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An improved multi-objective genetic algorithm with heuristic initialization for service placement and load distribution in edge computing by Maia, Adyson M., Ghamri-Doudane, Yacine, Vieira, Dario, Franklin de Castro, Miguel

“…Edge Computing (EC) is a promising concept to overcome some obstacles of traditional cloud data centers to support Internet of Things (IoT) applications,…”
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A Hybrid Multi-objective Heuristic Algorithm for Automated Guided Vehicle Path Planning by Wang, Dong, Zhao, Zhiwei, Yu, Lianbo, Zhang, Jinyuan, Lian, Jie, Wu, Feiyue

“… This paper models the path planning problem with the objectives of minimizing the path length and energy consumption of the AGV, and proposes a hybrid heuristic algorithm for its resolution…”
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MOEA3H: Multi-objective evolutionary algorithm based on hierarchical decision, heuristic learning and historical environment by Hu, Ziyu, Li, Zihan, Sun, Hao, Wei, Lixin

“… Based on these improvement, multi-objective evolutionary algorithm based on hierarchical decision, heuristic learning and historical environment (MOEA3H) is proposed…”
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A new multi-objective heuristic algorithm for solving the stochastic assembly line re-balancing problem by Gamberini, Rita, Grassi, Andrea, Rimini, Bianca

“…In this paper a new heuristic for solving the assembly line re-balancing problem is presented…”
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A Q-learning-based multi-objective hyper-heuristic algorithm for energy-efficient integrated distributed hybrid flow-shop scheduling with preventive maintenance by Zhang, Zi-Qi, Wu, Xin-Yun, Qian, Bin, Hu, Rong, Yang, Jian-Bo

“…) model is established for the EE-IDHFSP-PM, making the first attempt to solve such NP-hard problem by using a Q-learning-based multi-objective hyper-heuristic algorithm (QLMHHA…”
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Sustainable negotiation-based nesting and scheduling in additive manufacturing systems: A case study and multi-objective meta-heuristic algorithms by Tafakkori, Keivan, Tavakkoli-Moghaddam, Reza, Siadat, Ali

“…), and multi-objective grey wolf optimizer (MOGWO). Several insights are derived by analyzing…”
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