Search Results - "Multiobjective Optimization in Evolutionary Algorithms"

A novel metaheuristic based on object-oriented programming concepts for engineering optimization

Authors: Khalid M. Hosny Asmaa M. Khalid Wael Said et al.

Source: Alexandria Engineering Journal, Vol 98, Iss, Pp 221-248 (2024)

Subject Terms: Optimization, Artificial intelligence, Population, Metaheuristic, Metaheuristics, 02 engineering and technology, Search-based software engineering, Parallel metaheuristic, Industrial and Manufacturing Engineering, Engineering, 0203 mechanical engineering, Artificial Intelligence, Satisfiability and optimisation, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Swarm Intelligence Optimization Algorithms, Optimization problem, Inheritance, Global Optimization, Multi-Objective Optimization, Software development process, Meta-optimization, Optimization Applications, Mathematical optimization, Hybrid Optimization, Software development, Object-oriented programming, Engineering (General). Civil engineering (General), Computer science, Programming language, Algorithm, Engineering optimization, Computational Theory and Mathematics, Computer Science, Physical Sciences, Scheduling Problems in Manufacturing Systems, Exploration, TA1-2040, Convergence, Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Software

Access URL: https://doaj.org/article/1652ef1e2b924ddfaab3e5a2ebe6178e

Multi-objective generalized normal distribution optimization: a novel algorithm for multi-objective problems

Authors: Nima Khodadadi Ehsan Khodadadi Farhad Soleimanian Gharehchopogh et al.

Source: Cluster Computing. 27:10589-10631

Subject Terms: 0211 other engineering and technologies, Social Sciences, 02 engineering and technology, Mathematical analysis, Decision Sciences, Artificial Intelligence, Estimation of distribution algorithm, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Swarm Intelligence Optimization Algorithms, Global Optimization, Multi-Objective Optimization, Distribution (mathematics), Optimization Applications, Mathematical optimization, Probabilistic Design Optimization, Computer science, Algorithm, Computational Theory and Mathematics, Computer Science, Physical Sciences, Uncertainty Quantification and Sensitivity Analysis, Nature-Inspired Algorithms, Statistics, Probability and Uncertainty, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

IHHO: an improved Harris Hawks optimization algorithm for solving engineering problems

Authors: Dalia T. Akl Mahmoud M. Saafan Amira Y. Haikal et al.

Source: Neural Computing and Applications. 36:12185-12298

Subject Terms: 0209 industrial biotechnology, Bayesian Optimization, Multi-Objective Optimization, 4. Education, Optimization Applications, Mathematical optimization, 02 engineering and technology, Metaheuristics, 15. Life on land, Computer science, 7. Clean energy, Algorithm, Optimization algorithm, Computational Theory and Mathematics, Artificial Intelligence, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Multiobjective Optimization in Evolutionary Algorithms, Constraint Handling, Mathematics

A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference

Authors: Rohit Salgotra Pankaj Sharma S. Sivanaga Raju et al.

Source: Archives of Computational Methods in Engineering. 31:1749-1822

Subject Terms: Test functions for optimization, MATLAB, Artificial intelligence, Metaheuristic, Heuristic, 02 engineering and technology, Metaheuristics, 7. Clean energy, Artificial Intelligence, Field (mathematics), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Swarm Intelligence Optimization Algorithms, Optimization problem, Constraint Handling, Global Optimization, Multi-Objective Optimization, Multi-swarm optimization, Optimization Applications, Python (programming language), Mathematical optimization, Pure mathematics, Computer science, Programming language, Algorithm, Engineering optimization, Computational Theory and Mathematics, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

The Best Compromise Solution for Multi-objective Programming Problems

Authors: Alia Youssef Gebreel

Source: International Journal of Global Operations Research. 4:189-204

Subject Terms: Optimization, Geometry, Set (abstract data type), Epistemology, 7. Clean energy, Multi-Objective Transportation Problem Optimization, Engineering, Sociology, FOS: Mathematics, State-of-the-Art in Process Optimization under Uncertainty, Ideal (ethics), Multi-Objective Optimization, Physics, Mathematical optimization, Social science, Computer science, FOS: Philosophy, ethics and religion, FOS: Sociology, Programming language, Multi-objective optimization, Regular polygon, Compromise, Philosophy, Solution set, Computational Theory and Mathematics, Control and Systems Engineering, Computer Science, Physical Sciences, Thermodynamics, Multiobjective Optimization in Evolutionary Algorithms, Pareto principle, Ideal solution, Mathematics

Improve coati optimization algorithm for solving constrained engineering optimization problems

Authors: Heming Jia S. S. Shi Di Wu et al.

Source: Journal of Computational Design and Engineering. 10:2223-2250

Subject Terms: Vehicle Routing Problem and Variants, Artificial intelligence, Economics, 02 engineering and technology, Local optimum, 7. Clean energy, Industrial and Manufacturing Engineering, Engineering, Artificial Intelligence, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Constraint Handling, Economic growth, Global Optimization, Geography, Optimization Applications, Mathematical optimization, 15. Life on land, Computer science, Ant Colony Optimization, Algorithm, Optimization algorithm, Computational Theory and Mathematics, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Convergence (economics), Crossover, Global optimization, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy

Improved snow ablation optimizer with heat transfer and condensation strategy for global optimization problem

Authors: Heming Jia Yu Feng Di Wu et al.

Source: Journal of Computational Design and Engineering. 10:2177-2199

Subject Terms: Condensation, Population, FOS: Mechanical engineering, Local optimum, 02 engineering and technology, Ablation, Mechanics, 7. Clean energy, Sublimation (psychology), Engineering, Meteorology, Sociology, Artificial Intelligence, Heat transfer, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Psychology, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Demography, Global Optimization, Multi-Objective Optimization, Mechanical Engineering, Physics, Microchannel Heat Transfer and Cooling Technology, Optimization Applications, Mathematical optimization, Geology, FOS: Earth and related environmental sciences, 15. Life on land, Computer science, Ant Colony Optimization, FOS: Sociology, FOS: Psychology, Aerospace engineering, Computational Theory and Mathematics, Particle Swarm Optimization, 13. Climate action, Computer Science, Physical Sciences, Psychotherapist, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy

Solving Quadratic Assignment Problem by Using Meta-heuristic Search Method

Authors: Iraq T. Abass Rawaa Abdulsattar Leong WJ

Source: Ibn Al-Haitham Journal for Pure and Applied Sciences, Vol 36, Iss 4 (2023)

Subject Terms: Combinatorial optimization, Science, Guided Local Search, 0211 other engineering and technologies, Geometry, Heuristic, Metaheuristic, Firefly algorithm, 02 engineering and technology, Tabu search, 7. Clean energy, Multi-Objective Transportation Problem Optimization, Engineering, Artificial Intelligence, Computer security, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Swarm Intelligence Optimization Algorithms, Key (lock), Constraint Handling, Particle swarm optimization, Mathematical optimization, Quadratic equation, Meta heuristic, 16. Peace & justice, Computer science, Algorithm, Computational Theory and Mathematics, Quadratic assignment problem, Genetic algorithm, Control and Systems Engineering, Tabu Search, Quadratic Assignment Problems, Assignment Problems, Computer Science, Physical Sciences, Assignment problem, Weapon target assignment problem, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

Access URL: https://doaj.org/article/2dd7d34a393d41468a81f85a330d785e

On the automatic design of multi-objective particle swarm optimizers: experimentation and analysis

Authors: Antonio J. Nebro Manuel López‐Ibáñez José García-Nieto et al.

Source: RIUMA. Repositorio Institucional de la Universidad de Málaga
Universidad de Málaga

Subject Terms: Artificial intelligence, Calidad total, Swarm behaviour, Systems engineering, Task (project management), Algoritmos computacionales, Engineering, Artificial Intelligence, Computer security, Machine learning, Swarm Intelligence Optimization Algorithms, Key (lock), Automatic algorithm design, Global Optimization, Multi-Objective Optimization, Particle swarm optimization, Optimization Applications, Computer science, Optimización matemática, Multi-objective optimization, Benchmarking, Computational Theory and Mathematics, Particle Swarm Optimization, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Multiobjective Optimization in Evolutionary Algorithms

Access URL: https://hdl.handle.net/10630/27853

Modified beluga whale optimization with multi-strategies for solving engineering problems

Authors: Heming Jia Quan Wen Di Wu et al.

Source: Journal of Computational Design and Engineering. 10:2065-2093

Subject Terms: Artificial intelligence, Whale, Metaheuristic, 02 engineering and technology, 7. Clean energy, Engineering, Arctic, Sociology, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, Foraging, Optimization problem, Jump, Geography, Ecology, Multi-Objective Optimization, Physics, Mathematical optimization, FOS: Sociology, Algorithm, Computational Theory and Mathematics, Physical Sciences, Cartography, Environmental Engineering, Population, Local optimum, Quantum mechanics, Artificial Intelligence, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Biology, Demography, Global Optimization, FOS: Environmental engineering, Computer science, Ant Colony Optimization, Environmental Impact of Maritime Transportation Emissions, Optimization algorithm, Fishery, Particle Swarm Optimization, FOS: Biological sciences, Computer Science, Environmental Science, Nature-Inspired Algorithms, Beluga, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Beluga Whale

A new modified bat algorithm for global optimization

Authors: Nouhaila Adil Halima Lakhbab

Source: RAIRO - Operations Research. 57:2659-2685

Subject Terms: Optimization, Artificial intelligence, Economics, 0211 other engineering and technologies, Biomedical Engineering, Metaheuristic, 02 engineering and technology, Evolutionary computation, FOS: Medical engineering, 7. Clean energy, Bat algorithm, Engineering, Artificial Intelligence, Evolutionary algorithm, 0202 electrical engineering, electronic engineering, information engineering, Artificial Immune Systems in Science and Engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Optimization problem, Economic growth, Global Optimization, Geography, Multi-swarm optimization, Particle swarm optimization, Physics, Optimization Applications, Mathematical optimization, Acoustics, Computer science, Ant Colony Optimization, Algorithm, Computational Theory and Mathematics, Continuous optimization, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Convergence (economics), Global optimization, Benchmark (surveying), Human echolocation, Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy

Improved versions of crow search algorithm for solving global numerical optimization problems

Authors: Alaa Sheta Malik Braik Heba Al-Hiary et al.

Source: Applied Intelligence. 53:26840-26884

Subject Terms: 0209 industrial biotechnology, Artificial intelligence, Economics, Heuristic, 02 engineering and technology, Mathematical analysis, Quantum mechanics, 7. Clean energy, Artificial Intelligence, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Optimization problem, 220403 Artificial intelligence, Constraint Handling, Economic growth, Global Optimization, Domain (mathematical analysis), Geography, Physics, Optimization Applications, Mathematical optimization, Power (physics), 15. Life on land, Computer science, Process (computing), Algorithm, Operating system, Engineering optimization, Reliability (semiconductor), Computational Theory and Mathematics, Particle Swarm Optimization, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Convergence (economics), Information and computing sciences, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy, Communications engineering

Adaptive differential evolution with fitness-based crossover rate for global numerical optimization

Authors: Lianzheng Cheng Jiaxi Zhou X. Hu et al.

Source: Complex & Intelligent Systems, Vol 10, Iss 1, Pp 551-576 (2023)

Subject Terms: Population size reduction, Artificial intelligence, 0209 industrial biotechnology, FOS: Political science, Population, Norm (philosophy), Robustness (evolution), Bimodal parameter setting, FOS: Law, Information technology, 02 engineering and technology, Biochemistry, Gene, Crossover rate, Sociology, Artificial Intelligence, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Swarm Intelligence Optimization Algorithms, Optimization problem, Political science, Demography, Computational intelligence, Geography, Minification, Mathematical optimization, Differential Evolution, QA75.5-76.95, T58.5-58.64, Computer science, FOS: Sociology, Chemistry, Computational Theory and Mathematics, Electronic computers. Computer science, Application of Genetic Programming in Machine Learning, Outlier, Computer Science, Physical Sciences, Crossover, Global optimization, Differential evolution, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Law, Mathematics, Geodesy

Access URL: https://doaj.org/article/83a5c28b42a2416bb8cf49f7804f8399

Enhanced SparseEA for large-scale multi-objective feature selection problems

Authors: Shu‐Chuan Chu Zhongjie Zhuang Jeng‐Shyang Pan et al.

Source: Complex & Intelligent Systems, Vol 10, Iss 1, Pp 485-507 (2023)

Subject Terms: Artificial intelligence, Feature weights, Scale (ratio), Feature (linguistics), Symbolic Regression, Information technology, 02 engineering and technology, SparseEA, Redundancy (engineering), Pattern recognition (psychology), Quantum mechanics, Selection (genetic algorithm), Artificial Intelligence, Evolutionary algorithm, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Feature Selection, Difference operator, Constraint Handling, Data mining, Computational intelligence, Bayesian Optimization, Sparse multi-objective problems, Multi-Objective Optimization, Physics, 4. Education, Large-scale feature selection, Linguistics, QA75.5-76.95, 15. Life on land, T58.5-58.64, Computer science, FOS: Philosophy, ethics and religion, Algorithm, Philosophy, Operating system, Computational Theory and Mathematics, Electronic computers. Computer science, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Feature selection, FOS: Languages and literature, Differential evolution, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

Access URL: https://doaj.org/article/b7fb4ef0500d40edb3dd646757e5d2cd

A Literature Review and Critical Analysis of Metaheuristics Recently Developed

Authors: Luis Velasco Héctor Guerrero Antonio Hospitaler

Source: Archives of Computational Methods in Engineering. 31:125-146

Subject Terms: Vehicle Routing Problem and Variants, Artificial intelligence, Hybrid Algorithms, Perspective (graphical), 0211 other engineering and technologies, Geometry, Metaheuristic, Metaheuristics, 02 engineering and technology, Operations research, Parallel metaheuristic, 7. Clean energy, Industrial and Manufacturing Engineering, Heuristic Algorithms, Engineering, Point (geometry), Artificial Intelligence, Field (mathematics), FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Optimization problem, Meta-optimization, Optimization Applications, Mathematical optimization, Pure mathematics, Computer science, Management science, Algorithm, Computational Theory and Mathematics, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control

Authors: Hai-Long Tran L. Doan Ngoc Hoang Luong et al.

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :577-585

Subject Terms: Artificial intelligence, Metric (unit), Robot, Robustness (evolution), Reinforcement Learning Algorithms, Evolutionary computation, Biochemistry, Gene, Context (archaeology), Engineering, Artificial Intelligence, Evolutionary algorithm, Reinforcement learning, Machine learning, FOS: Mathematics, Biology, Geography, Multi-Objective Optimization, Mathematical optimization, Paleontology, Reinforcement Learning, Computer science, Multi-objective optimization, Chemistry, Operations management, Computational Theory and Mathematics, Particle Swarm Optimization, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Evolutionary Algorithms, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Pareto principle, Mathematics, Geodesy

MOIMPA: multi-objective improved marine predators algorithm for solving multi-objective optimization problems

Authors: Mohamed H. Hassan Fatima Daqaq Ali Selim et al.

Source: Soft Computing. 27:15719-15740

Subject Terms: Robustness (evolution), 02 engineering and technology, Evolutionary computation, Biochemistry, Gene, Artificial Intelligence, Evolutionary algorithm, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, 10. No inequality, Geography, Multi-Objective Optimization, Mathematical optimization, Test suite, Computer science, Multi-objective optimization, Algorithm, Chemistry, Computational Theory and Mathematics, Particle Swarm Optimization, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Benchmark (surveying), Test case, Multiobjective Optimization in Evolutionary Algorithms, Pareto principle, Regression analysis, Mathematics, Geodesy

A Hierarchical Expected Improvement Method for Bayesian Optimization

Authors: Zhehui Chen Simon Mak Changbao Wu

Source: Journal of the American Statistical Association. 119:1619-1632

Subject Terms: Methodology (stat.ME), FOS: Computer and information sciences, Artificial intelligence, Computational Theory and Mathematics, Computer Science, Physical Sciences, 0101 mathematics, Bayesian probability, 01 natural sciences, Multiobjective Optimization in Evolutionary Algorithms, Computer science, Statistics - Methodology, Bayesian optimization

Access URL: http://arxiv.org/abs/1911.07285

An Improved Reptile Search Algorithm with Ghost Opposition-based Learning for Global Optimization Problems

Authors: Heming Jia Chenghao Lu Di Wu et al.

Source: Journal of Computational Design and Engineering. 10:1390-1422

Subject Terms: Robustness (evolution), Local optimum, 02 engineering and technology, Biochemistry, Quantum mechanics, Gene, Simulated annealing, Artificial Intelligence, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Initialization, Constraint Handling, Global Optimization, Jump, Local search (optimization), Geography, Physics, Mathematical optimization, 15. Life on land, Computer science, Ant Colony Optimization, Programming language, Algorithm, Optimization algorithm, Chemistry, Computational Theory and Mathematics, Particle Swarm Optimization, Application of Genetic Programming in Machine Learning, Computer Science, Physical Sciences, Nature-Inspired Algorithms, Benchmark (surveying), Multiobjective Optimization in Evolutionary Algorithms, Mathematics, Geodesy

Novel memetic of beluga whale optimization with self-adaptive exploration–exploitation balance for global optimization and engineering problems

Authors: Abdelazim G. Hussien Ruba Abu Khurma Abdullah Alzaqebah et al.

Source: Soft Computing. 27:13951-13989

Subject Terms: Artificial intelligence, Population, Premature convergence, Ocean Engineering, Local optimum, Mathematical analysis, Engineering, Sociology, Artificial Intelligence, Evolutionary algorithm, Hydrodynamic Optimization, FOS: Mathematics, 14. Life underwater, Swarm Intelligence Optimization Algorithms, Demography, Hydrodynamic Analysis of Ship Behavior and Performance, Global Optimization, Local search (optimization), Computer Sciences, Particle swarm optimization, Optimization Applications, Mathematical optimization, Beluga Whale Optimization, BWO, Elite Evolution Strategy, Self-adaptive exploration-exploitation, Engineering problems, Computer science, Ant Colony Optimization, FOS: Sociology, Algorithm, Datavetenskap (datalogi), Computational Theory and Mathematics, Maxima and minima, Particle Swarm Optimization, Computer Science, Physical Sciences, Evolution strategy, Multiobjective Optimization in Evolutionary Algorithms, Mathematics

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