Future paths for integer programming and links to artificial intelligence
Computers and Operations Research - Special issue: Applications of integer programming
Towards practical `neural' computation for combinatorial optimization problems
AIP Conference Proceedings 151 on Neural Networks for Computing
Simulated annealing: theory and applications
Simulated annealing: theory and applications
Simulated annealing - an annotated bibliography
American Journal of Mathematical and Management Sciences
Co-evolving parasites improve simulated evolution as an optimization procedure
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
Journal of Computational Physics
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Tabu search for nonlinear and parametric optimization (with links to genetic algorithms)
Discrete Applied Mathematics - Special volume: viewpoints on optimization
Introduction to genetic programming
Advances in genetic programming
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary computation: toward a new philosophy of machine intelligence
Simulated annealing: past, present, and future
WSC '95 Proceedings of the 27th conference on Winter simulation
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Computational intelligence PC tools
Computational intelligence PC tools
Computers and Operations Research
Co-Evolution in the Successful Learning of Backgammon Strategy
Machine Learning
Cultural algorithms: theory and applications
New ideas in optimization
Swarm intelligence
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
System Identification through Simulated Evolution: A Machine Learning Approach to Modeling
System Identification through Simulated Evolution: A Machine Learning Approach to Modeling
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Tabu Search
Artficial Immune Systems and Their Applications
Artficial Immune Systems and Their Applications
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
Evolution strategies –A comprehensive introduction
Natural Computing: an international journal
A Survey of Optimization by Building and Using Probabilistic Models
Computational Optimization and Applications
Guided Local Search — an Illustrative Example in Function Optimisation
BT Technology Journal
Journal of Global Optimization
Contemporary Evolution Strategies
Proceedings of the Third European Conference on Advances in Artificial Life
Using Optimal Dependency-Trees for Combinational Optimization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Proceedings of the 6th International Conference on Genetic Algorithms
A Cooperative Coevolutionary Approach to Function Optimization
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
From Recombination of Genes to the Estimation of Distributions I. Binary Parameters
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Local Optimization and the Traveling Salesman Problem
ICALP '90 Proceedings of the 17th International Colloquium on Automata, Languages and Programming
Inductive Learning of Mutation Step-Size in Evolutionary Parameter Optimization
EP '97 Proceedings of the 6th International Conference on Evolutionary Programming VI
Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Reactive GRASP: An Application to a Matrix Decomposition Problem in TDMA Traffic Assignment
INFORMS Journal on Computing
The organization of work in social insect colonies
Complexity - Special issue: Selection, tinkering, and emergence in complex networks
An Evolutionary Immune Network for Data Clustering
SBRN '00 Proceedings of the VI Brazilian Symposium on Neural Networks (SBRN'00)
Scatter Search: Methodology and Implementations in C
Scatter Search: Methodology and Implementations in C
Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning
Self-Nonself Discrimination in a Computer
SP '94 Proceedings of the 1994 IEEE Symposium on Security and Privacy
A survey of evolutionary algorithms for data mining and knowledge discovery
Advances in evolutionary computing
Knowledge-based solution to dynamic optimization problems using cultural algorithms
Knowledge-based solution to dynamic optimization problems using cultural algorithms
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
ACM Computing Surveys (CSUR)
Discrete Bee Dance Algorithms for Pattern Formation on a Grid
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Computational & Mathematical Organization Theory
An analysis of cooperative coevolutionary algorithms
An analysis of cooperative coevolutionary algorithms
Solution concepts in coevolutionary algorithms
Solution concepts in coevolutionary algorithms
On Honey Bees and Dynamic Server Allocation in Internet Hosting Centers
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
A comparative analysis of artificial immune network models
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A Fuzzy Adaptive Differential Evolution Algorithm
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Parallel Metaheuristics: A New Class of Algorithms
Parallel Metaheuristics: A New Class of Algorithms
Completely Derandomized Self-Adaptation in Evolution Strategies
Evolutionary Computation
Linkage Problem, Distribution Estimation, and Bayesian Networks
Evolutionary Computation
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
How Do We Evaluate Artificial Immune Systems?
Evolutionary Computation
Ant colony optimization theory: a survey
Theoretical Computer Science
The effects of interaction frequency on the optimization performance of cooperative coevolution
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A survey of mutation techniques in genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Fundamentals of Computational Swarm Intelligence
Fundamentals of Computational Swarm Intelligence
Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)
Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)
An effective co-evolutionary particle swarm optimization for constrained engineering design problems
Engineering Applications of Artificial Intelligence
Human evolutionary model: A new approach to optimization
Information Sciences: an International Journal
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Population structure and particle swarm performance
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Revisiting Negative Selection Algorithms
Evolutionary Computation
Application areas of AIS: The past, the present and the future
Applied Soft Computing
A review of particle swarm optimization. Part I: background and development
Natural Computing: an international journal
An overview of evolutionary algorithms for parameter optimization
Evolutionary Computation
A derandomized approach to self-adaptation of evolution strategies
Evolutionary Computation
A comparison of selection schemes used in evolutionary algorithms
Evolutionary Computation
New methods for competitive coevolution
Evolutionary Computation
The equation for response to selection and its use for prediction
Evolutionary Computation
SWAN: A Swarm Intelligence Based Framework for Network Management of IP Networks
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 01
Natural Computing: an international journal
Analysis of the publications on the applications of particle swarm optimisation
Journal of Artificial Evolution and Applications - Regular issue
Theoretical advances in artificial immune systems
Theoretical Computer Science
Improved Bacterial Foraging Algorithms and Their Applications to Job Shop Scheduling Problems
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
The Deterministic Dendritic Cell Algorithm
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Advances in Differential Evolution
Advances in Differential Evolution
Reactive Search and Intelligent Optimization
Reactive Search and Intelligent Optimization
Self-adaptive population sizing for a tune-free differential evolution
Soft Computing - A Fusion of Foundations, Methodologies and Applications
A survey on metaheuristics for stochastic combinatorial optimization
Natural Computing: an international journal
Tuning Metaheuristics: A Machine Learning Perspective
Tuning Metaheuristics: A Machine Learning Perspective
Competitive coevolution through evolutionary complexification
Journal of Artificial Intelligence Research
A competitive-cooperative coevolutionary paradigm for dynamic multiobjective optimization
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Evolving 3d morphology and behavior by competition
Artificial Life
A survey: algorithms simulating bee swarm intelligence
Artificial Intelligence Review
A study of particle swarm optimization particle trajectories
Information Sciences: an International Journal
Recent advances in differential evolution: a survey and experimental analysis
Artificial Intelligence Review
Metaheuristics: From Design to Implementation
Metaheuristics: From Design to Implementation
A Field Guide to Genetic Programming
A Field Guide to Genetic Programming
Engineering Applications of Artificial Intelligence
A Survey of artificial immune applications
Artificial Intelligence Review
Grammar-based Genetic Programming: a survey
Genetic Programming and Evolvable Machines
An analysis of the equilibrium of migration models for biogeography-based optimization
Information Sciences: an International Journal
Structure versus function: a topological perspective on immune networks
Natural Computing: an international journal
Review Article: Recent Advances in Artificial Immune Systems: Models and Applications
Applied Soft Computing
A review of constraint-handling techniques for evolution strategies
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
Clever Algorithms: Nature-Inspired Programming Recipes
Clever Algorithms: Nature-Inspired Programming Recipes
Hybrid metaheuristics in combinatorial optimization: A survey
Applied Soft Computing
A novel multi-population cultural algorithm adopting knowledge migration
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Recent progress in natural computation and knowledge discovery
A review of clonal selection algorithm and its applications
Artificial Intelligence Review
Applied Computational Intelligence and Soft Computing
Cooperative co-evolutionary differential evolution for function optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Omni-aiNet: an immune-inspired approach for omni optimization
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
Gaussian variable neighborhood search for continuous optimization
Computers and Operations Research
Self-adaptive differential evolution algorithm using population size reduction and three strategies
Soft Computing - A Fusion of Foundations, Methodologies and Applications - Special Issue on scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems
Engineering optimizations via nature-inspired virtual bee algorithms
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Introducing dendritic cells as a novel immune-inspired algorithm for anomaly detection
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Hybridizing cultural algorithms and local search
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Bio-inspired optimization methods for minimization of complex mathematical functions
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
IEEE Computational Intelligence Magazine
No free lunch theorems for optimization
IEEE Transactions on Evolutionary Computation
Evolutionary programming made faster
IEEE Transactions on Evolutionary Computation
The particle swarm - explosion, stability, and convergence in amultidimensional complex space
IEEE Transactions on Evolutionary Computation
Learning and optimization using the clonal selection principle
IEEE Transactions on Evolutionary Computation
Evolutionary programming using mutations based on the Levy probability distribution
IEEE Transactions on Evolutionary Computation
A distributed Cooperative coevolutionary algorithm for multiobjective optimization
IEEE Transactions on Evolutionary Computation
Biogeography-Based Optimization
IEEE Transactions on Evolutionary Computation
Differential Evolution: A Survey of the State-of-the-Art
IEEE Transactions on Evolutionary Computation
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review
Information Sciences: an International Journal
Hybridization of differential evolution and particle swarm optimization in a new algorithm: DEPSO-2S
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
The noising method: a new method for combinatorial optimization
Operations Research Letters
A probabilistic heuristic for a computationally difficult set covering problem
Operations Research Letters
Semi-greedy heuristics: An empirical study
Operations Research Letters
Bacterial Foraging Optimization
International Journal of Swarm Intelligence Research
Scatter Search and Path Relinking: A Tutorial on the Linear Arrangement Problem
International Journal of Swarm Intelligence Research
Approximating the optimal mapping for weapon target assignment by fuzzy reasoning
Information Sciences: an International Journal
Let a biogeography-based optimizer train your Multi-Layer Perceptron
Information Sciences: an International Journal
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Metaheuristics are widely recognized as efficient approaches for many hard optimization problems. This paper provides a survey of some of the main metaheuristics. It outlines the components and concepts that are used in various metaheuristics in order to analyze their similarities and differences. The classification adopted in this paper differentiates between single solution based metaheuristics and population based metaheuristics. The literature survey is accompanied by the presentation of references for further details, including applications. Recent trends are also briefly discussed.