Using multi-objective evolutionary algorithms for single-objective constrained and unconstrained optimization
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Summary
An updated survey of the main methods that allow the use of multi-objective schemes for single-Objective optimization and some possible paths of future work in this area are identified.
- Type
- article
- Published
- 2015-09-22
- Cited by
- 94
- References
- 198
- OpenAlex
- https://openalex.org/W1719846953
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:43007707
Keywords
Computer science, Multi-objective optimization, Mathematical optimization, Theory of computation, Evolutionary algorithm
References
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- Crowding and Preselection Revisited
- Parallel Metaheuristics: A New Class of Algorithms
- The COMOGA Method: Constrained Optimisation by Multi-Objective Genetic Algorithms
- Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
- New ideas in optimization
- Pareto OptimalityGA-Easiness and Deception (Extended Abstract)
- Multi-objective approaches in a single-objective optimization environment
- Constrained GA Optimization
- Reducing bloat and promoting diversity using multi-objective methods
- Evolutionary Algorithms for Solving Multi-Objective Problems
- Multiobjective optimization for dynamic environments
- An Investigation of Niche and Species Formation in Genetic Function Optimization
- Handbook of evolutionary computation
- Finding (Near-)Optimal Steiner Trees in Large Graphs
- Selection Based on the Pareto Nondomination Criterion for Controlling Code Growth in Genetic Programming
- Multi-objective optimization using evolutionary algorithms
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- A Novel Diversity-Based Replacement Strategy for Evolutionary Algorithms
- A novel registration method based on coevolutionary strategy
- The importance of diversity in the application of evolutionary algorithms to the Sudoku problem
- Improving Diversity in Evolutionary Algorithms: New Best Solutions for Frequency Assignment
- Constrained multi-objective optimization using constrained non-dominated sorting combined with an improved hybrid multi-objective evolutionary algorithm
- Modified NSGA-II for Solving Continuous Berth Allocation Problem: Using Multiobjective Constraint-Handling Strategy
- Genealogical distance as a diversity estimate in evolutionary algorithms
- Sensitivity analysis of acquisition granularity of photovoltaic output power to capacity configuration of energy storage systems
- A memetic algorithm for the Capacitated Vehicle Routing Problem with Time Windows
- Multi-channel fingerprint localisation algorithm for wireless sensor network in multipath environment
- Dynamic multi-objective evolutionary algorithms for single-objective optimization
- Figure-ground image segmentation using feature-based multi-objective genetic programming techniques
- Quasi-Newton methods for multiobjective optimization problems
- A Parallel Memetic Algorithm to Solve the Capacitated Vehicle Routing Problem with Time Windows
- Optimal weighted K-nearest neighbour algorithm for wireless sensor network fingerprint localisation in noisy environment
- Multi-objective differential evolution with dynamic hybrid constraint handling mechanism
- A Methodology for Optimizing the Process of Machining a Workpiece Using Multi-Objective Particle Swarm Optimization
- Multiobjective differential evolution enhanced with principle component analysis for constrained optimization
- Distance-based exponential probability models on constrained combinatorial optimization problems
- Tri-Goal Evolution Framework for Constrained Many-Objective Optimization
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