Optimization of control parameters for genetic algorithms
IEEE Transactions on Systems, Man and Cybernetics
GENITOR II.: a distributed genetic algorithm
Journal of Experimental & Theoretical Artificial Intelligence
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation
Machine Learning - Special issue on genetic algorithms
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Proceedings of the 3rd International Conference on Genetic Algorithms
Binomially Distributed Populations for Modelling GAs
Proceedings of the 5th International Conference on Genetic Algorithms
An Analysis of the Interacting Roles of Population Size and Crossover in Genetic Algorithms
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Topological design of local-area networks using genetic algorithms
IEEE/ACM Transactions on Networking (TON)
Generation of transfer functions with stochastic search techniques
Proceedings of the 7th conference on Visualization '96
Optimal placement of distributed interrelated data components using genetic algorithms
ACM-SE 37 Proceedings of the 37th annual Southeast regional conference (CD-ROM)
Mathematical programming in a hybrid genetic algorithm for Steiner point problems
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
Genetic Scheduling for Parallel Processor Systems: Comparative Studies and Performance Issues
IEEE Transactions on Parallel and Distributed Systems
An evolutionary approach to timing driven FPGA placement
GLSVLSI '00 Proceedings of the 10th Great Lakes symposium on VLSI
Static scheduling algorithms for allocating directed task graphs to multiprocessors
ACM Computing Surveys (CSUR)
Evolutionary Algorithms for Allocating Data in Distributed Database Systems
Distributed and Parallel Databases
Towards Creative Evolutionary Systems with Interactive Genetic Algorithm
Applied Intelligence
Journal of Intelligent and Robotic Systems
A novel metaheuristics approach for continuous global optimization
Journal of Global Optimization
Genetic-Based Stereo Algorithm and Disparity Map Evaluation
International Journal of Computer Vision
Design of the Access Network Segment of Future Mobile Communications Systems
Wireless Personal Communications: An International Journal
A Net Practice for Software Project Management
IEEE Software
Genetic Search: Analysis Using Fitness Moments
IEEE Transactions on Knowledge and Data Engineering
Efficient Global Optimization for Image Registration
IEEE Transactions on Knowledge and Data Engineering
Applied Mathematics and Computation
A Genetic Approach for Two Dimensional Packing with Constraints
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
A High-Performance Mapping Algorithm for Heterogeneous Computing Systems
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Active Gateway: A Facility for Video Conferencing Traffic Control
COMPSAC '97 Proceedings of the 21st International Computer Software and Applications Conference
Recognition of Partially Occluded Flat Objects
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
Automatic Construction of Validated B Components from Structured Developments
ZB '00 Proceedings of the First International Conference of B and Z Users on Formal Specification and Development in Z and B
Service Logic Deployment and Distribution Configuration
IS&N '99 Proceedings of the 6th International Conference on Intelligence and Services in Networks: Paving the Way for an Open Service Market
Applied Mathematics and Computation
EDTC '96 Proceedings of the 1996 European conference on Design and Test
HCW '97 Proceedings of the 6th Heterogeneous Computing Workshop (HCW '97)
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
Constrained two dimensional bin packing using a genetic algorithm
Recent advances in intelligent paradigms and applications
Comparison of Genetic Algorithm and Sequential Search Methods for Classifier Subset Selection
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Evolutionary learning of fuzzy neural network using a modified genetic algorithm
Design and application of hybrid intelligent systems
Genetic Evolution Processing of Classification
IEEE Transactions on Knowledge and Data Engineering
Mapping subtasks with multiple versions on an ad hoc grid
Parallel Computing - Heterogeneous computing
A semi-static approach to mapping dynamic iterative tasks onto heterogeneous computing systems
Journal of Parallel and Distributed Computing
Generation of Musical Sequences with Genetic Techniques
Computer Music Journal
Static allocation of resources to communicating subtasks in a heterogeneous ad hoc grid environment
Journal of Parallel and Distributed Computing - Special issue: Algorithms for wireless and ad-hoc networks
Applying model reference adaptive search to American-style option pricing
Proceedings of the 38th conference on Winter simulation
FuzzyTree crossover for multi-valued stock valuation
Information Sciences: an International Journal
Journal of Computer and System Sciences - Special issue: Performance modelling and evaluation of computer systems
DiGA: Population diversity handling genetic algorithm for QoS-aware web services selection
Computer Communications
Piecewise nonlinear goal-directed CPPI strategy
Expert Systems with Applications: An International Journal
Attacks of simple block ciphers via efficient heuristics
Information Sciences: an International Journal
Dynamic Association Rule Mining using Genetic Algorithms
Intelligent Data Analysis
Computers and Industrial Engineering
Automation and Remote Control
Optimized tile-based texture synthesis
GI '07 Proceedings of Graphics Interface 2007
Applications of genetic algorithms to optimal multilevel design of MPLS-based networks
Computer Communications
Fusion of neural networks with fuzzy logic and genetic algorithm
Integrated Computer-Aided Engineering
Tuning range image segmentation by genetic algorithm
EURASIP Journal on Applied Signal Processing
A new classification model with simple decision rule for discovering optimal feature gene pairs
Computers in Biology and Medicine
Genetic evolutionary algorithm for static traffic grooming to SONET over WDM optical networks
Computer Communications
High-level synthesis of digital microfluidic biochips
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Some comments on evolutionary algorithm theory
Evolutionary Computation
Quick convergence of genetic algorithm for QoS-driven web service selection
Computer Networks: The International Journal of Computer and Telecommunications Networking
Application of the multi-agent approach in just-in-time production control system
International Journal of Computer Applications in Technology
A genetic-based hybrid approach to corporate failure prediction
International Journal of Electronic Finance
Experiments on cryptanalysing block ciphers via evolutionary computation paradigms
EC'06 Proceedings of the 7th WSEAS International Conference on Evolutionary Computing
Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
Journal of Parallel and Distributed Computing
CASE-BASED REASONING FOR PREDICTING MULTIPERIOD FINANCIAL PERFORMANCES OF TECHNOLOGY-BASED SMEs
Applied Artificial Intelligence
Using genetic algorithms to evolve a population of topical queries
Information Processing and Management: an International Journal
Constructing investment strategy portfolios by combination genetic algorithms
Expert Systems with Applications: An International Journal
Portfolio value-at-risk forecasting with GA-based extreme value theory
Expert Systems with Applications: An International Journal
A Quantum-Inspired Evolutionary Algorithm Based on P systems for Knapsack Problem
Fundamenta Informaticae
The interacting-particle algorithm with dynamic heating and cooling
Journal of Global Optimization
A comparative study of genetic algorithm components in simulation-based optimisation
Proceedings of the 40th Conference on Winter Simulation
The use of genetic programming for adaptive text compression
International Journal of Information and Coding Theory
A comprehensive solution to ATM network planning and bandwidth management using Genetic Algorithm
International Journal of Information and Communication Technology
Embedded self-adaptation to escape from local optima
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
On the Continuous Control of the Acrobot via Computational Intelligence
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Networks Consolidation through Soft Computing
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Locally edge-adapted distance for image interpolation based on genetic fuzzy system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An integrated security-aware job scheduling strategy for large-scale computational grids
Future Generation Computer Systems
Implementation of a multi-objective genetic algorithm on word segmentation in modern Greek
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Neocognitron and the Map Transformation Cascade
Neural Networks
Genetic algorithms and finite element coupling for mechanical optimization
Advances in Engineering Software
K$\bigoplus$1 Composite Genetic Algorithm and Its Properties
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Feasibility of applying genetic algorithms in space-time block coded multiuser detection systems
Digital Signal Processing
Expert Systems with Applications: An International Journal
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Optimal RFID networks scheduling using genetic algorithm and swarm intelligence
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
An evolution-based approach with modularized evaluations to forecast financial distress
Knowledge-Based Systems
Evolutionary approach for mining association rules on dynamic databases
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
NMA'06 Proceedings of the 6th international conference on Numerical methods and applications
Symbiotic robot organisms: REPLICATOR and SYMBRION projects
PerMIS '08 Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems
An improved genetic algorithm for web services selection
DAIS'07 Proceedings of the 7th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
Agent-based coding GA and application to combat modeling and simulation
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
An integrated approach for scheduling divisible load on large scale data grids
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Hardware-Accelerated RNA Secondary-Structure Alignment
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Alopex-based evolutionary algorithm and its application to reaction kinetic parameter estimation
Computers and Industrial Engineering
Linear dimensionality reduction through eigenvector selection for object recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Using genetic algorithms for personalized recommendation
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
A genetic algorithm-based decision support system for allocating international apparel demand
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Genetic algorithm based QoS-aware service compositions in cloud computing
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Quantum-inspired evolutionary algorithms: a survey and empirical study
Journal of Heuristics
A case study on the use of genetic algorithms to generate test cases for temporal systems
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
A hybrid heuristic-genetic algorithm for task scheduling in heterogeneous processor networks
Journal of Parallel and Distributed Computing
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Dynamic sample budget allocation in model-based optimization
Journal of Global Optimization
Information and Software Technology
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
A PTS-PGATS based approach for data-intensive scheduling in data grids
Frontiers of Computer Science in China
An optimization model for visual cryptography schemes with unexpanded shares
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Design of robust communication systems using genetic algorithms
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
Efficient population diversity handling genetic algorithm for qos-aware web services selection
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
A combination genetic algorithm with applications on portfolio optimization
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
SVM classifier incorporating feature selection using GA for spam detection
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Indexing XML documents using self adaptive genetic algorithms for better retreival
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
A non-dominated sorting bit matrix genetic algorithm for p2p relay optimization
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
A novel genetic algorithm for qos-aware web services selection
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Inverse kinematics solution for robotic manipulators using a CUDA-Based parallel genetic algorithm
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Ultrasonic liver tissue characterization by feature fusion
Expert Systems with Applications: An International Journal
Structural design of the danger model immune algorithm
Information Sciences: an International Journal
Multi-Pareto-Ranking evolutionary algorithm
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
An approach to wide area WDM optical network design using genetic algorithm
Computer Communications
Linked open data to support content-based recommender systems
Proceedings of the 8th International Conference on Semantic Systems
A Quantum-Inspired Evolutionary Algorithm Based on P systems for Knapsack Problem
Fundamenta Informaticae
A clustering approach for structural k-anonymity in social networks using genetic algorithm
Proceedings of the CUBE International Information Technology Conference
Automatic dimensionality estimation for manifold learning through optimal feature selection
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Adaptive tree-based P2P video streaming multicast system under high peer-churn rate
Journal of Visual Communication and Image Representation
An iterative parameter estimation method for biological systems
Proceedings of the 3rd international workshop on Emerging computational methods for the life sciences
Attribute-based collaborative filtering using genetic algorithm and weighted C-means algorithm
International Journal of Business Information Systems
Simulation-based ATPG for low power testing of crosstalk delay faults in asynchronous circuits
International Journal of Computer Applications in Technology
A new genetic algorithm for lot-streaming flow shop scheduling with limited capacity buffers
Journal of Intelligent Manufacturing
Cost-sensitive decision tree ensembles for effective imbalanced classification
Applied Soft Computing
Diversity oriented test data generation using metaheuristic search techniques
Information Sciences: an International Journal
Novel feature selection methods to financial distress prediction
Expert Systems with Applications: An International Journal
Gait optimization of biped robots based on human motion analysis
Robotics and Autonomous Systems
Genetic algorithms based approach for designing spring brake orthosis --Part I: Spring parameters
Applied Bionics and Biomechanics
A new virtual network static embedding strategy within the Cloud's private backbone network
Computer Networks: The International Journal of Computer and Telecommunications Networking
| Hi-index | 4.11 |
Genetic algorithms provide an alternative to traditional optimization techniques by using directed random searches to locate optimal solutions in complex landscapes. We introduce the art and science of genetic algorithms and survey current issues in GA theory and practice. We do not present a detailed study, instead, we offer a quick guide into the labyrinth of GA research. First, we draw the analogy between genetic algorithms and the search processes in nature. Then we describe the genetic algorithm that Holland introduced in 1975 and the workings of GAs. After a survey of techniques proposed as improvements to Holland's GA and of some radically different approaches, we survey the advances in GA theory related to modeling, dynamics, and deception.