Design of an optimal nearest neighbor classifier using an intelligent genetic algorithm
Pattern Recognition Letters
An orthogonal simulated annealing algorithm for large floorplanning problems
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
An artificial immune network for multimodal function optimization on dynamic environments
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Directional self-learning of genetic algorithm
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Performance Evaluation of Multiagent Genetic Algorithm
Natural Computing: an international journal
Damage detection by an adaptive real-parameter simulated annealing genetic algorithm
Computers and Structures
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Improving global numerical optimization using a search-space reduction algorithm
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Theory of Saplings Growing Up Algorithm
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
A New Schema Survival and Construction Theory for One-Point Crossover
Computational Intelligence and Security
An Improved Hybrid Multi-objective Particle Swarm Optimization Algorithm
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Adaptive cellular memetic algorithms
Evolutionary Computation
Expert Systems with Applications: An International Journal
Orthogonal immune algorithm with diversity-based selection for numerical optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Research on an orthogonal and model based multi-objective genetic algorithm
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Research of multi-population agent genetic algorithm for feature selection
Expert Systems with Applications: An International Journal
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A hybrid real-parameter genetic algorithm for function optimization
Advanced Engineering Informatics
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
Expert Systems with Applications: An International Journal
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A clustering multi-objective evolutionary algorithm based on orthogonal and uniform design
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Novel Hybrid Particle Swarm Optimization for Multi-Objective Problems
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Nodes Placement for Optimizing Coverage of Visual Sensor Networks
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Expert Systems with Applications: An International Journal
Genetic algorithm: a seesaw method for generating offspring
MIC '07 Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control
Design of nearest neighbor classifiers: multi-objective approach
International Journal of Approximate Reasoning
Baldwinian learning in clonal selection algorithm for optimization
Information Sciences: an International Journal
Vaccine-enhanced artificial immune system for multimodal function optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
A Knowledge-Based Ant Colony Optimization for Flexible Job Shop Scheduling Problems
Applied Soft Computing
The parametric design based on organizational evolutionary algorithm
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
New factorial design theoretic crossover operator for parametrical problem
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Two coding based adaptive parallel co-genetic algorithm with double agents structure
Engineering Applications of Artificial Intelligence
Discovering promising regions to help global numerical optimization algorithms
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
An evolutionary agent system for mathematical programming
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
A small world algorithm for high-dimensional function optimization
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Dynamic task scheduling with load balancing using parallel orthogonal particle swarm optimisation
International Journal of Bio-Inspired Computation
A clustering-based differential evolution for global optimization
Applied Soft Computing
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
An immune memory clonal algorithm for numerical and combinatorial optimization
Frontiers of Computer Science in China
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
An improved multi-agent genetic algorithm for numerical optimization
Natural Computing: an international journal
A PSO-based bacterial chemotaxis algorithm and its application
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Localized genetic algorithm for vehicle routing problem with time windows
Applied Soft Computing
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study
Information Sciences: an International Journal
Information Sciences: an International Journal
Enhancing the search ability of differential evolution through orthogonal crossover
Information Sciences: an International Journal
Fundamental matrix estimation by multiobjective genetic algorithm with Taguchi's method
Applied Soft Computing
A discrete shuffled frog optimization algorithm
Artificial Intelligence Review
Expert Systems with Applications: An International Journal
Lamarckian polyclonal programming algorithm for global numerical optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Genetic algorithm based on independent component analysis for global optimization
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Genetic algorithm based on the orthogonal design for multidimensional knapsack problems
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
An optimization algorithm inspired by membrane computing
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Global numerical optimization based on small-world networks
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Intelligent particle swarm optimization in multi-objective problems
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Global optimization using evolutionary algorithm based on level set evolution and latin square
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
A new Fruit Fly Optimization Algorithm: Taking the financial distress model as an example
Knowledge-Based Systems
Global optimization algorithms using fourier smoothing
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Differential evolution applied to a multimodal information theoretic optimization problem
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Design of the agent-based genetic algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A rapid chaos genetic algorithm
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Quantum-inspired immune clonal algorithm
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
ODE: a fast and robust differential evolution based on orthogonal design
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Step length adaptation by generalized predictive control
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Evaluation of crossover operator performance in genetic algorithms with binary representation
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Estimating the evolution direction of populations to improve genetic algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A multiagent quantum evolutionary algorithm for global numerical optimization
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
A region-based quantum evolutionary algorithm (RQEA) for global numerical optimization
Journal of Computational and Applied Mathematics
Information Sciences: an International Journal
A scalable approach to simultaneous evolutionary instance and feature selection
Information Sciences: an International Journal
Taguchi-Particle Swarm Optimization for Numerical Optimization
International Journal of Swarm Intelligence Research
A framework for evolutionary algorithms based on Charles Sanders Peirce's evolutionary semiotics
Information Sciences: an International Journal
An intelligent multi-restart memetic algorithm for box constrained global optimisation
Evolutionary Computation
A novel selection evolutionary strategy for constrained optimization
Information Sciences: an International Journal
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
An evolutionary algorithm derived from Charles Sanders Peirce's theory of universal evolution
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Wireless Personal Communications: An International Journal
Wireless Personal Communications: An International Journal
A novel artificial bee colony algorithm with Powell's method
Applied Soft Computing
Free Pattern Search for global optimization
Applied Soft Computing
A new hybrid differential evolution with simulated annealing and self-adaptive immune operation
Computers & Mathematics with Applications
Hierarchical Particle Swarm Optimization with Ortho-Cyclic Circles
Expert Systems with Applications: An International Journal
Quadratic interpolation based orthogonal learning particle swarm optimization algorithm
Natural Computing: an international journal
Solving symbolic regression problems with uniform design-aided gene expression programming
The Journal of Supercomputing
Evolutionary multi-objective optimization for mesh simplification of 3D open models
Integrated Computer-Aided Engineering
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We design a genetic algorithm called the orthogonal genetic algorithm with quantization for global numerical optimization with continuous variables. Our objective is to apply methods of experimental design to enhance the genetic algorithm, so that the resulting algorithm can be more robust and statistically sound. A quantization technique is proposed to complement an experimental design method called orthogonal design. We apply the resulting methodology to generate an initial population of points that are scattered uniformly over the feasible solution space, so that the algorithm can evenly scan the feasible solution space once to locate good points for further exploration in subsequent iterations. In addition, we apply the quantization technique and orthogonal design to tailor a new crossover operator, such that this crossover operator can generate a small, but representative sample of points as the potential offspring. We execute the proposed algorithm to solve 15 benchmark problems with 30 or 100 dimensions and very large numbers of local minima. The results show that the proposed algorithm can find optimal or close-to-optimal solutions