Search Results - The decomposition-based multiobjective evolutionary algorithm
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A decomposition-based multiobjective evolutionary algorithm with weights updated adaptively
ISSN: 0020-0255, 1872-6291Published: Elsevier Inc 01.09.2021Published in Information sciences (01.09.2021)“… Recently, decomposition-based multiobjective evolutionary algorithms (DMEAs) have become more prevalent than other patterns (e.g…”
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Journal Article -
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Accelerating the Decomposition-Based Multiobjective Evolutionary Algorithm via Evolutionary Direction Vector
Published: IEEE 16.08.2024Published in 2024 6th International Conference on Data-driven Optimization of Complex Systems (DOCS) (16.08.2024)“… This paper proposes an evolutionary direction vector (EDV)-guided multiobjective evolutionary algorithm based on decomposition (MOEA/D-EDV…”
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Conference Proceeding -
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DMOEA- \varepsilon \text : Decomposition-Based Multiobjective Evolutionary Algorithm With the \varepsilon -Constraint Framework
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.10.2017Published in IEEE transactions on evolutionary computation (01.10.2017)“…). Its success has been witnessed by the multiobjective evolutionary algorithm MOEA/D and its variants…”
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Journal Article -
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Color-Coating Scheduling With a Multiobjective Evolutionary Algorithm Based on Decomposition and Dynamic Local Search
ISSN: 1545-5955, 1558-3783Published: New York IEEE 01.10.2021Published in IEEE transactions on automation science and engineering (01.10.2021)“… Besides, a multiobjective evolutionary algorithm (MOEA) based…”
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A Decomposition-Based Multiobjective Evolutionary Algorithm with Adaptive Weight Adjustment
ISSN: 1076-2787, 1099-0526Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2018Published in Complexity (New York, N.Y.) (01.01.2018)“…Recently, decomposition-based multiobjective evolutionary algorithms have good performances in the field of multiobjective optimization problems (MOPs…”
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Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.06.2016Published in IEEE transactions on evolutionary computation (01.06.2016)“… It plays a key role in decomposition-based multiobjective evolutionary algorithms. However, many widely used decomposition approaches, originally proposed…”
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Journal Article -
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A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.08.2020Published in IEEE transactions on evolutionary computation (01.08.2020)“…Multiobjective evolutionary algorithms based on decomposition (MOEA/D) have attracted tremendous attention and achieved great success in the fields of optimization and decision-making…”
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Noise-Tolerant Techniques for Decomposition-Based Multiobjective Evolutionary Algorithms
ISSN: 2168-2267, 2168-2275, 2168-2275Published: United States IEEE 01.05.2020Published in IEEE transactions on cybernetics (01.05.2020)“…Over the last few decades, the decomposition-based multiobjective evolutionary algorithms (DMOEAs…”
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Journal Article -
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Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms
ISSN: 1089-778X, 1941-0026Published: IEEE 01.04.2018Published in IEEE transactions on evolutionary computation (01.04.2018)“…Decomposition-based multiobjective evolutionary algorithms (MOEAs) have received increasing research interests due to their high performance for solving multiobjective optimization problems…”
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A problem transformation-based and decomposition-based evolutionary algorithm for large-scale multiobjective optimization
ISSN: 1568-4946Published: 01.01.2024Published in Applied soft computing (01.01.2024)Get full text
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Decomposition based multiobjective evolutionary algorithm for PV/Wind/Diesel Hybrid Microgrid System design considering load uncertainty
ISSN: 2352-4847, 2352-4847Published: Elsevier Ltd 01.11.2021Published in Energy reports (01.11.2021)“… A multiobjective approach has been adopted to optimize the microgrid design. Two methodologies are available for solving such multiobjective problems…”
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Journal Article -
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A novel decomposition-based multiobjective evolutionary algorithm using improved multiple adaptive dynamic selection strategies
ISSN: 0020-0255, 1872-6291Published: Elsevier Inc 01.05.2021Published in Information sciences (01.05.2021)“…In the last decade, the decomposition-based multiobjective optimization evolutionary algorithm (MOEA/D…”
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Decomposition-Based Multiobjective Evolutionary Algorithm With an Ensemble of Neighborhood Sizes
ISSN: 1089-778X, 1941-0026Published: New York, NY IEEE 01.06.2012Published in IEEE transactions on evolutionary computation (01.06.2012)“…The multiobjective evolutionary algorithm based on decomposition (MOEA/D) has demonstrated superior performance by winning the multiobjective optimization algorithm competition at the CEC 2009…”
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Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.12.2019Published in IEEE transactions on evolutionary computation (01.12.2019)“…). So far, some research efforts have been done on the use of evolutionary algorithms (EAs) for solving single objective variable-length optimization problems…”
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Journal Article -
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Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.02.2016Published in IEEE transactions on evolutionary computation (01.02.2016)“…Decomposition-based multiobjective evolutionary algorithms (MOEAs) decompose a multiobjective optimization problem into a set of scalar objective subproblems and solve them in a collaborative way…”
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Journal Article -
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Decomposition based multiobjective evolutionary algorithm with adaptive resource allocation for energy-aware welding shop scheduling problem
ISSN: 0360-8352, 1879-0550Published: Elsevier Ltd 01.12.2021Published in Computers & industrial engineering (01.12.2021)“…•Energy-aware welding shop scheduling problem is studied.•Decomposition based multiobjective evolutionary algorithm is proposed…”
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A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty
ISSN: 1568-4946, 1872-9681Published: Elsevier B.V 01.01.2019Published in Applied soft computing (01.01.2019)“…A multiobjective evolutionary algorithm based on decomposition (MOEA/D) decomposes a multiobjective optimization problem (MOP…”
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A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms
ISSN: 1089-778X, 1941-0026Published: New York IEEE 01.08.2016Published in IEEE transactions on evolutionary computation (01.08.2016)“…Decomposition-based multiobjective evolutionary algorithms (MOEAs) have been studied a lot and have been widely and successfully used in practice…”
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Decomposition-Based Multiobjective Evolutionary Algorithm With Genetically Hybrid Differential Evolution Strategy
ISSN: 2169-3536, 2169-3536Published: Piscataway IEEE 01.01.2021Published in IEEE access (01.01.2021)“…In the decomposition-based multiobjective evolutionary algorithms (MOEA/Ds), a set of subproblems are optimized by using the evolutionary search to exploit the feasible regions…”
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Improving decomposition-based multiobjective evolutionary algorithm with local reference point aided search
ISSN: 0020-0255, 1872-6291Published: Elsevier Inc 01.10.2021Published in Information sciences (01.10.2021)“…Due to the fixed and monotonous search direction, the performance of decomposition-based multiobjective evolutionary algorithms (MOEAs…”
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