Genetic Algorithms

Authors:
Mitsuo Gen;Runwei Cheng
Affiliations:
-;-
Venue:
Genetic Algorithms
Year:
1999

Citing 0
Cited 189

Evolving computer programs using rapidly reconfigurable field-programmable gate arrays and genetic programming

FPGA '98 Proceedings of the 1998 ACM/SIGDA sixth international symposium on Field programmable gate arrays
An updated survey of GA-based multiobjective optimization techniques

ACM Computing Surveys (CSUR)
Healthcare II: multi-objective simulation optimization for a cancer treatment center

Proceedings of the 33nd conference on Winter simulation
Video sequence segmentation using genetic algorithms

Pattern Recognition Letters
The cable trench problem: combining the shortest path and minimum spanning tree problems

Computers and Operations Research
An interactive fuzzy satisficing method for general multiobjective 0-1 programming problems through genetic algorithms with double strings based on a reference solution

Fuzzy Sets and Systems - Theme: Decision and optimization
Extraction of Fuzzy Knowledge Bases from Experimental Data by Genetic Algorithms

Cybernetics and Systems Analysis
Solution of a Diagnostics Problem on the Basis of Fuzzy Relations and a Genetic Algorithm

Cybernetics and Systems Analysis
A Seeded Memetic Algorithm for Large Unit Commitment Problems

Journal of Heuristics
On the use of genetic algorithms to solve location problems

Computers and Operations Research - Location analysis
Visualization and Genetic Algorithms in Minimax Theory for Nonlinear Functionals

Journal of Scientific Computing
Advanced scheduling problem using constraint programming techniques in SCM environment

Computers and Industrial Engineering - Supply chain management
The balanced allocation of customers to multiple distribution centers in the supply chain network: a genetic algorithm approach

Computers and Industrial Engineering - Supply chain management
Study on multi-stage logistic chain network: a spanning tree-based genetic algorithm approach

Computers and Industrial Engineering - Supply chain management
Integrated process planning and scheduling with minimizing total tardiness in multi-plants supply chain

Computers and Industrial Engineering - Supply chain management
Advanced planning and scheduling with outsourcing in manufacturing supply chain

Computers and Industrial Engineering - Supply chain management
Strictly nonblocking grooming of dynamic traffic in unidirectional SONET/WDM rings using genetic algorithms

Computer Networks: The International Journal of Computer and Telecommunications Networking
IPSec/VPN Security Policy: Correctness, Conflict Detection, and Resolution

POLICY '01 Proceedings of the International Workshop on Policies for Distributed Systems and Networks
Integrated machine tool selection and operation sequencing with capacity and precedence constraints using genetic algorithm

Computers and Industrial Engineering
Evolutionary computation in civil engineering: research frontiers

Civil and structural engineering computing: 2001
Evolutionary algorithms in modeling and animation

Handbook of computer animation
Multicast routing with multiple constraints in high-speed networks based on genetic algorithms

ICCC '02 Proceedings of the 15th international conference on Computer communication
Optimization of the stochastic dynamic production cycling problem by a genetic algorithm

Computers and Operations Research
Index fund selections with genetic algorithms and heuristic classifications

Computers and Industrial Engineering
New stochastic models for capacitated location-allocation problem

Computers and Industrial Engineering
A fuzzy approach to job-shop scheduling problem based on imprecise processing times

Recent advances in intelligent paradigms and applications
Component scheduling for chip shooter machines: a hybrid genetic algorithm approach

Computers and Operations Research
Motion Planning for Redundant Manipulators Using a Floating Point Genetic Algorithm

Journal of Intelligent and Robotic Systems
Using assembly representations to enable evolutionary design of Lego structures

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Fuzzy discriminant analysis with outlier detection by genetic algorithm

Computers and Operations Research
An agent for selecting optimal order set in EC marketplace

Decision Support Systems - Special issue: Knowledge management technique
A two-layer library-based approach to synthesis of analog systems from VHDL-AMS specifications

ACM Transactions on Design Automation of Electronic Systems (TODAES)
Modular product design with grouping genetic algorithm: a case study

Computers and Industrial Engineering
Multi-level redundancy optimization in series systems

Computers and Industrial Engineering - Special issue: Selected papers from the 27th international conference on computers & industrial engineering
Hybrid genetic algorithm for optimization problems with permutation property

Computers and Operations Research
General methodology 1: a robust simulation-based multicriteria optimization methodology

Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Sensor-centric energy-constrained reliable query routing for wireless sensor networks

Journal of Parallel and Distributed Computing
Flow-shop scheduling for three serial stations with the last two duplicate

Computers and Operations Research
Evolutionary Search for Faces from Line Drawings

IEEE Transactions on Pattern Analysis and Machine Intelligence
Evolutionary Radial Basis Functions for Credit Assessment

Applied Intelligence
A genetic algorithm with modified crossover operator and search area adaptation for the job-shop scheduling problem

Computers and Industrial Engineering - Special issue: Selected papers from the 30th international conference on computers; industrial engineering
Hybrid genetic algorithm for multi-time period production/distribution planning

Computers and Industrial Engineering - Special issue: Selected papers from the 30th international conference on computers; industrial engineering
Evolutionary algorithm for advanced process planning and scheduling in a multi-plant

Computers and Industrial Engineering
A hybrid approach of genetic algorithms and local optimizers in cell loading

Computers and Industrial Engineering - Special issue: Group technology/cellular manufacturing
A genetic algorithm with sub-indexed partitioning genes and its application to production scheduling of parallel machines

Computers and Industrial Engineering - Special issue: Selected papers from the 31st international conference on computers & industrial engineering
Physical resource binding for a Coarse-Grain reconfigurable array using evolutionary algorithms

IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Global and Local Search Algorithms for Concave Cost Transshipment Problems

Journal of Global Optimization
Hierarchical minimization of completion time variance and makespan in jobshops

Computers and Operations Research
Learning inexpensive parametric design models using an augmented genetic programming technique

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A New Approach to Parallelization of Serial Nested Loops Using Genetic Algorithms

The Journal of Supercomputing
Fuzzy programming with recourse

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problemA hybrid of genetic algorithm and bottleneck shifting for flexible job shop scheduling problem

Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new approach for shortest path routing problem by random key-based GA

Proceedings of the 8th annual conference on Genetic and evolutionary computation
Effective genetic approach for optimizing advanced planning and scheduling in flexible manufacturing system

Proceedings of the 8th annual conference on Genetic and evolutionary computation
On neighbor-selection strategy in hybrid peer-to-peer networks

Future Generation Computer Systems - Systems performance analysis and evaluation
A New Genetic Algorithm for Loop Tiling

The Journal of Supercomputing
A genetic algorithm for solving the two-dimensional assortment problem

Computers and Industrial Engineering
On using Monte Carlo methods for scheduling

WSC '04 Proceedings of the 36th conference on Winter simulation
A GA-based parameter design for single machine turning process with high-volume production

Computers and Industrial Engineering
A hybrid optimization/simulation approach for a distribution network design of 3PLS

Computers and Industrial Engineering - Special issue: Sustainability and globalization: Selected papers from the 32 nd ICC&IE
Hybrid genetic algorithm with adaptive local search scheme

Computers and Industrial Engineering - Special issue: Computational intelligence and information technology applications to industrial engineering selected papers from the 33 rd ICC&IE
A simulation-GA based model for production planning in precast plant

Proceedings of the 38th conference on Winter simulation
Multi-sensor fusion: an Evolutionary algorithm approach

Information Fusion
Utility-based downlink power allocation in multicell wireless packet networks

Computer Communications
A New Density-Based Scheme for Clustering Based on Genetic Algorithm

Fundamenta Informaticae
Scheduling algorithm for real-time tasks using multiobjective hybrid genetic algorithm in heterogeneous multiprocessors system

Computers and Operations Research
Chance-constrained programming models for capital budgeting with NPV as fuzzy parameters

Journal of Computational and Applied Mathematics
DNA Sequencing by Hybridization via Genetic Search

Operations Research
A parameter-free self-adapting boundary genetic search for pipe network optimization

Computational Optimization and Applications
Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation

Applied Soft Computing
Evolving structure and parameters of fuzzy models with interpretable membership functions

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Genetic algorithms for hardware-software partitioning and optimal resource allocation

Journal of Systems Architecture: the EUROMICRO Journal
Applications of genetic algorithms to optimal multilevel design of MPLS-based networks

Computer Communications
Genetic algorithms in agent-based manufacturing scheduling systems

Integrated Computer-Aided Engineering
A New Optimization Design Methodology Of Locomotive Transformers

Journal of Integrated Design & Process Science
Short Communication: Fuzzy multiobjective optimization of truss-structures using genetic algorithm

Advances in Engineering Software
Risk curve and fuzzy portfolio selection

Computers & Mathematics with Applications
A class of multi-objective supply chain networks optimal model under random fuzzy environment and its application to the industry of Chinese liquor

Information Sciences: an International Journal
Scheduling production using genetic algorithm for elastic knitted fabrics with wide ranges of quantities demanded

SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
GA-based decision support systems in production scheduling

International Journal of Intelligent Systems Technologies and Applications
Optimal robust fault detection for linear discrete time systems

Journal of Control Science and Engineering - Robustness Issues in Fault Diagnosis and Fault Tolerant Control
Novel design of a dual-frequency power divider using genetic algorithms

AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Congestion relief via intelligent coordination of TCSC & SVC

MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering
Global optimal solution of rendezvous problem using a hybrid approach

SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
Mean-semivariance models for fuzzy portfolio selection

Journal of Computational and Applied Mathematics
Node connectivity index as mobility metric for GA based QoS routing in MANET

Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing

Computer Communications
Designing a multistage reverse logistics network problem by hybrid genetic algorithm

Proceedings of the 10th annual conference on Genetic and evolutionary computation
A genetic algorithm for product disassembly sequence planning

Neurocomputing
A fuzzy approach to define sample size for attributes control chart in multistage processes: An application in engine valve manufacturing process

Applied Soft Computing
Genetic algorithm for the training time assignment problem of core laboratories

ICAI'08 Proceedings of the 9th WSEAS International Conference on International Conference on Automation and Information
Multi-objective Optimal Public Investment: An Extended Model and Genetic Algorithm-Based Case Study

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
A Centralized Network Design Problem with Genetic Algorithm Approach

Computational Intelligence and Security
Cultural Particle Swarm Algorithms for Constrained Multi-objective Optimization

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
A SOLUTION OF REAL-WORLD OCST PROBLEMS WITH A NEW TREE ENCODING-BASED GENETIC ALGORITHM

Cybernetics and Systems
A GA-based movie-on-demand platform using multiple distributed servers

Multimedia Tools and Applications
Genetic algorithm-based heuristics for an open shop scheduling problem with setup, processing, and removal times separated

Robotics and Computer-Integrated Manufacturing
A Fuzzy-GA Decision Support System for Enhancing Postponement Strategies in Supply Chain Management

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Optimization With High-Cost Objective Function Evaluations in a Computing Grid and an Application To Simulation-Based Design

International Journal of High Performance Computing Applications
RETRACTED: A genetic algorithm approach to determine the sample size for control charts with variables and attributes

Expert Systems with Applications: An International Journal
A memetic approach to the automatic design of high-performance analog integrated circuits

ACM Transactions on Design Automation of Electronic Systems (TODAES)
Implicit layer coordination in arbitrary non-cumulative layered multicasting

International Journal of High Performance Computing and Networking
Tool selection-embedded optimal assembly planning in a dynamic manufacturing environment

Computer-Aided Design
A class of multi-objective expected value decision-making model with birandom coefficients and its application to flow shop scheduling problem

Information Sciences: an International Journal
Coupled evolutionary shape optimization and reverse engineering in product design and virtual prototyping

WSEAS TRANSACTIONS on SYSTEMS
Coupled evolutionary shape optimization and reverse engineering in rapid product design and prototyping

EC'09 Proceedings of the 10th WSEAS international conference on evolutionary computing
Adaptive terrain-based memetic algorithms

Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A closed-loop logistic model with a spanning-tree based genetic algorithm

Computers and Operations Research
Developing a custom cluster workflow for shape optimization with finite element analysis

SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Optimization of aircraft structural components by using nature-inspired algorithms and multi-fidelity approximations

Journal of Global Optimization
QoS multicast routing for multimedia group communications using intelligent computational methods

Computer Communications
Nonlinear system control using adaptive neural fuzzy networks based on a modified differential evolution

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews - Special issue on information reuse and integration
Evolutionary computation and structural design: A survey of the state-of-the-art

Computers and Structures
A hybrid genetic algorithm with the Baldwin effect

Information Sciences: an International Journal
A multi-objective decision-making model with fuzzy rough coefficients and its application to the inventory problem

Information Sciences: an International Journal
Kriging-model-based multi-objective robust optimization and trade-off-rule mining using association rule with aspiration vector

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Network Model and Optimization of Medical Waste Reverse Logistics by Improved Genetic Algorithm

ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
An improved artificial immune algorithm with application to multiple sensor systems

Information Fusion
Genetic algorithm for optimizing service distributions

Neurocomputing
Genetic algorithms: a fundamental component of an optimization toolkit for improved engineering designs

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Evolutionary optimization of fuzzy models with asymmetric RBF membership functions using simplified fitness sharing

IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Experimental genetic operators analysis for the multi-objective permutation flowshop

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Multiobjective evolutionary algorithms applied to the rehabilitation of a water distribution system: a comparative study

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
An optimization solution for packet scheduling: a pipeline-based genetic algorithm accelerator

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Chromosome reuse in genetic algorithms

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
An experimental comparison of two different encoding schemes for the location of base stations in cellular networks

EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
A genetic algorithm for the quadratic multiple knapsack problem

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Hybrid flowshop with unrelated machines, sequence dependent setup time and availability constraints: an enhanced crossover operator for a genetic algorithm

PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Time complexity analysis of the genetic algorithm clustering method

ISPRA'10 Proceedings of the 9th WSEAS international conference on Signal processing, robotics and automation
MulRoGA: A Multicast Routing Genetic Algorithm approach considering multiple objectives

Applied Intelligence
Chance constrained maximum flow problem with fuzzy arc capacities

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Efficient search of faces from complex line drawings

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Modelling transport modes performance and external transaction costs

International Journal of Information Technology and Management
A probability maximization model based on rough approximation and its application to the inventory problem

International Journal of Approximate Reasoning
Genetic Algorithm with adaptive elitist-population strategies for multimodal function optimization

Applied Soft Computing
Solving the stochastic capacitated location-allocation problem by using a new hybrid algorithm

MATH'10 Proceedings of the 15th WSEAS international conference on Applied mathematics
A graph theoretic-based heuristic algorithm for responsive supply chain network design with direct and indirect shipment

Advances in Engineering Software
An efficient genetic algorithm for hybrid flow shop scheduling with multiprocessor task problems

Applied Soft Computing
Global laminate optimization on geometrically partitioned shell structures

Structural and Multidisciplinary Optimization
Protecting patient privacy from unauthorized release of medical images using a bio-inspired wavelet-based watermarking approach

Digital Signal Processing
A GA-based approach for optimizing single-part flow-line configurations of RMS

Journal of Intelligent Manufacturing
Classification of healthy and abnormal swallows based on accelerometry and nasal airflow signals

Artificial Intelligence in Medicine
Biomedical system based on the Discrete Hidden Markov Model using the Rocchio-Genetic approach for the classification of internal carotid artery Doppler signals

Computer Methods and Programs in Biomedicine
Recursive support vector censored regression for monitoring product quality based on degradation profiles

Applied Intelligence
A multi-objective chance-constrained network optimal model with random fuzzy coefficients and its application to logistics distribution center location problem

Fuzzy Optimization and Decision Making
SVC implementation using neural networks for an AC electrical railway

WSEAS Transactions on Circuits and Systems
Toward a new wavelet-based watermarking approach for color images using bio-inspired optimization principles

Digital Signal Processing
New model and heuristics for safety stock placement in general acyclic supply chain networks

Computers and Operations Research
Network optimization in supply chain: A KBGA approach

Decision Support Systems
Density-based image vector quantization using a genetic algorithm

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
A genetic algorithm-based double-objective multi-constraint optimal cross-region cross-sector public investment model

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Genetic and local search algorithms applied to balanced communication networks

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
A genetic algorithm for solving the fixed-charge transportation model: Two-stage problem

Computers and Operations Research
A class of rough multiple objective programming and its application to solid transportation problem

Information Sciences: an International Journal
A genetic algorithm-based routing service for simulation grid

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Near optimal link on/off scheduling and weight assignment for minimizing IP network energy consumption

Computer Communications
A GIS-based approach for urban multi-criteria quasi optimized route guidance by considering unspecified site satisfaction

GIScience'06 Proceedings of the 4th international conference on Geographic Information Science
Equivalent electric circuit modeling of differential structures in PCB with genetic algorithm

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Credibility-based chance-constrained integer programming models for capital budgeting with fuzzy parameters

Information Sciences: an International Journal
An economic capacity planning model considering inventory and capital time value

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
A systematic estimation model for fraction nonconforming of a wafer in semiconductor manufacturing research

Applied Soft Computing
A fuzzy random resource-constrained scheduling model with multiple projects and its application to a working procedure in a large-scale water conservancy and hydropower construction project

Journal of Scheduling
A class of multiobjective linear programming models with random rough coefficients

Mathematical and Computer Modelling: An International Journal
A class of expected value multi-objective programming problems with random rough coefficients

Mathematical and Computer Modelling: An International Journal
A class of multiobjective linear programming model with fuzzy random coefficients

Mathematical and Computer Modelling: An International Journal
On chance maximization model in fuzzy random decision systems

Mathematical and Computer Modelling: An International Journal
An ecological approach to measuring locality in linear genotype to phenotype maps

EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
A two-leveled symbiotic evolutionary algorithm for clustering problems

Applied Intelligence
Multi-objective fuzzy assembly line balancing using genetic algorithms

Journal of Intelligent Manufacturing
Optimisation of press-brake bending operations in 3D space

Journal of Intelligent Manufacturing
DSS for 3PL provider selection in global supply chain: combining the multi-objective optimization model with experts' opinions

Journal of Intelligent Manufacturing
Intelligent control of a constant turning force system with fixed metal removal rate

Applied Soft Computing
Genetic algorithm calibration for two objective scheduling parallel jobs on hierarchical grids

PPAM'11 Proceedings of the 9th international conference on Parallel Processing and Applied Mathematics - Volume Part II
A New Density-Based Scheme for Clustering Based on Genetic Algorithm

Fundamenta Informaticae
Multi-objective portfolio selection model with fuzzy random returns and a compromise approach-based genetic algorithm

Information Sciences: an International Journal
Original Articles: A class of multi-objective equilibrium chance maximization model with twofold random phenomenon and its application to hydropower station operation

Mathematics and Computers in Simulation
Employment of an evolutionary heuristic to solve the target allocation problem efficiently

Information Sciences: an International Journal
A hybrid Differential Evolution-Tabu Search algorithm for the solution of Job-Shop Scheduling Problems

Applied Soft Computing
PRISM: PRIority based SiMulated annealing for a closed loop supply chain network design problem

Applied Soft Computing
A berth allocation planning problem with direct transshipment consideration

Journal of Intelligent Manufacturing
A novel bi-vector encoding genetic algorithm for the simultaneous multiple resources scheduling problem

Journal of Intelligent Manufacturing
Solving fuzzy p-hub center problem by genetic algorithm incorporating local search

Applied Soft Computing
A genetic algorithm using priority-based encoding with new operators for fixed charge transportation problems

Applied Soft Computing
A survey of non-gradient optimization methods in structural engineering

Advances in Engineering Software
A new genetic algorithm for lot-streaming flow shop scheduling with limited capacity buffers

Journal of Intelligent Manufacturing
GABES: A genetic algorithm based environment for SEU testing in SRAM-FPGAs

Journal of Systems Architecture: the EUROMICRO Journal
Gait optimization of biped robots based on human motion analysis

Robotics and Autonomous Systems
Fuzzy modelling of knee joint with genetic optimization

Applied Bionics and Biomechanics - Assistive and Rehabilitation Robotics
Genetic algorithms based approach for designing spring brake orthosis --Part I: Spring parameters

Applied Bionics and Biomechanics

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Abstract

From the Publisher:Genetic algorithms are probabilistic search techniques based on the principles of biological evolution. As a biological organism evolves to more fully adapt to its environment, a genetic algorithm follows a path of analysis from which a design evolves, one that is optimal for the environmental constraints placed upon it. Written by two internationally-known experts on genetic algorithms and artificial intelligence, this important book addresses one of the most important optimization techniques in the industrial engineering/manufacturing area, the use of genetic algorithms to better design and produce reliable products of high quality. The book covers advanced optimization techniques as applied to manufacturing and industrial engineering processes, focusing on combinatorial and multiple-objective optimization problems that are most encountered in industry.