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Keyword

dynamic multi-objective optimization

Description: Optimization of several competing objectives in environments where objectives, constraints, or other problem conditions change over time.
OpenAlex ID: keywords/dynamic-multi-objective-optimization
Multiobjective evolutionary algorithms: A survey of the state of the art
2011 · Aimin Zhou, Bo-Yang Qu, et al. · Swarm and Evolutionary Computation · 2,257
The Use of Reference Objectives in Multiobjective Optimization
1980 · Andrzej P. Wierzbicki · Lecture notes in economics and mathematical systems · 920
Dynamic Multiobjective Optimization Problems: Test Cases, Approximations, and Applications
2004 · M. Farina, K. Deb, et al. · IEEE Transactions on Evolutionary Computation · 705
Dynamic Multi-objective Optimization and Decision-Making Using Modified NSGA-II: A Case Study on Hydro-thermal Power Scheduling
2007 · Kalyanmoy Deb, Udaya Bhaskara Rao N., et al. · Springer eBooks · 633
A Competitive-Cooperative Coevolutionary Paradigm for Dynamic Multiobjective Optimization
2008 · Chi-Keong Goh, Kay Chen Tan · IEEE Transactions on Evolutionary Computation · 594
A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization
2013 · Aimin Zhou, Yaochu Jin, et al. · IEEE Transactions on Cybernetics · 552
Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms
2017 · Min Jiang, Zhongqiang Huang, et al. · IEEE Transactions on Evolutionary Computation · 422
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A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization
2016 · Shouyong Jiang, Shengxiang Yang · IEEE Transactions on Evolutionary Computation · 365
Evolutionary Dynamic Multiobjective Optimization Via Kalman Filter Prediction
2015 · Arrchana Muruganantham, Kay Chen Tan, et al. · IEEE Transactions on Cybernetics · 315
Dynamic multi-objective optimization with evolutionary algorithms
2006 · Iason Hatzakis, David Wallace · Genetic and Evolutionary Computation Conference (GECCO) · 302
Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems
2018 · Miao Rong, Dunwei Gong, et al. · IEEE Transactions on Cybernetics · 245
Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization
2007 · Aimin Zhou, Yaochu Jin, et al. · Springer eBooks · 240
Knee Point-Based Imbalanced Transfer Learning for Dynamic Multiobjective Optimization
2020 · Min Jiang, Zhenzhong Wang, et al. · IEEE Transactions on Evolutionary Computation · 238
Evolutionary Dynamic Multiobjective Optimization: Benchmarks and Algorithm Comparisons
2016 · Shouyong Jiang, Shengxiang Yang · IEEE Transactions on Cybernetics · 237
Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor
2019 · Leilei Cao, Lihong Xu, et al. · IEEE Transactions on Evolutionary Computation · 228
A Fast Dynamic Evolutionary Multiobjective Algorithm via Manifold Transfer Learning
2020 · Min Jiang, Zhenzhong Wang, et al. · IEEE Transactions on Cybernetics · 196
Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing
2019 · Goshgar Ismayilov, Haluk Rahmi Topcuoglu · Future Generation Computer Systems · 193
Dynamic Multiobjectives Optimization With a Changing Number of Objectives
2017 · Renzhi Chen, Ke Li, et al. · IEEE Transactions on Evolutionary Computation · 191
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The effect of diversity maintenance on prediction in dynamic multi-objective optimization
2017 · Gan Ruan, Guo Yu, et al. · Applied Soft Computing · 188
A Similarity-Based Cooperative Co-Evolutionary Algorithm for Dynamic Interval Multiobjective Optimization Problems
2019 · Dunwei Gong, Biao Xu, et al. · IEEE Transactions on Evolutionary Computation · 182
A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization
2017 · Juan Zou, Qingya Li, et al. · Applied Soft Computing · 182
Dynamic construction site layout planning using max-min ant system
2009 · Xin Ning, Ka-Chi Lam, et al. · Automation in Construction · 172
A predictive gradient strategy for multiobjective evolutionary algorithms in a fast changing environment
2009 · Wee Tat Koo, Chi Keong Goh, et al. · Memetic Computing · 168
A reinforcement learning approach for dynamic multi-objective optimization
2020 · Fei Zou, Gary G. Yen, et al. · Information Sciences · 167
Binary PSO-based dynamic multi-objective model for distributed generation planning under uncertainty
2012 · A. Soroudi, M. Afrasiab · IET Renewable Power Generation · 166
Works count: 946
Citation count: 23,880
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