Evolutionary Algorithms Publications

Publications in Evolutionary Algorithms

Explore the most influential research papers and scholarly works that have shaped Evolutionary Algorithms. Use the concept filter below to focus on a specific sub-area of research.

Evolutionary Algorithms

8.8K

Publications

715.7K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A fast and elitist multiobjective genetic algorithm: NSGA-II Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal, IEEE Transactions on Evolutionary Computation Artificial IntelligencePopulation SizeComputational ScienceEngineeringGenetic Algorithms	2002	46.1K
A modified particle swarm optimizer Yibing Shi, R.C. Eberhart EngineeringFitnessIndustrial EngineeringEvolutionary AlgorithmsOperations Research	2002	10K
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition Qingfu Zhang, Hui Li IEEE Transactions on Evolutionary Computation Multiobjective Evolutionary AlgorithmEngineeringIntelligent OptimizationComputer EngineeringAdvanced Decomposition Method	2007	9.2K
Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach Eckart Zitzler, Lothar Thiele IEEE Transactions on Evolutionary Computation Strength Pareto ApproachEngineeringPareto Dominance RelationshipIntelligent OptimizationMultiobjective Evolutionary Algorithms	1999	8.4K
An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints Kalyanmoy Deb, Himanshu Jain IEEE Transactions on Evolutionary Computation Memetic AlgorithmEmo AlgorithmEngineeringIntelligent OptimizationEvolutionary Programming	2013	6.4K
Comparison of Multiobjective Evolutionary Algorithms: Empirical Results Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele Evolutionary Computation Artificial IntelligenceTest FunctionEngineeringIntelligent OptimizationEvolutionary Biology	2000	5.5K
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms Joaquín Derrac, Salvador García, Daniel Molina, Swarm and Evolutionary Computation Practical TutorialEngineeringEvolution StrategyCuckoo SearchEvolutionary Biology	2011	5.2K
Differential Evolution: A Survey of the State-of-the-Art Swagatam Das, Ponnuthurai Nagaratnam Suganthan IEEE Transactions on Evolutionary Computation Differential EvolutionEvolution StrategyEngineeringEvolutionary BiologyComputer Engineering	2010	5.1K
SPEA2: Improving the strength pareto evolutionary algorithm Eckart Zitzler, Marco Laumanns, Lothar Thiele Repository for Publications and Research Data (ETH Zurich) Artificial IntelligenceEngineeringEvolutionary AlgorithmsComputer ScienceEvolutionary Design	2001	5K
Performance assessment of multiobjective optimizers: an analysis and review Eckart Zitzler, Lothar Thiele, Marco Laumanns, IEEE Transactions on Evolutionary Computation EngineeringIndustrial EngineeringComputational ComplexityEvolutionary AlgorithmsMultiobjective Optimization	2003	4.1K
Evolutionary programming made faster Xin Yao, Yong Liu, Guangming Lin IEEE Transactions on Evolutionary Computation Artificial IntelligenceMemetic AlgorithmLocal SearchEngineeringImproved Fep	1999	3.9K
Objective Knowledge, an Evolutionary Approach. Harry Ruja, Karl R. Popper Philosophy and Phenomenological Research Cognitive ScienceEvolution StrategyEvolutionDesignEpistemology	1973	3.8K

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