A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Solving economic dispatch problems with improved harmony search
EE'10 Proceedings of the 5th IASME/WSEAS international conference on Energy & environment
GPU-based island model for evolutionary algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Real-coded genetic algorithm benchmarked on noiseless black-box optimization testbed
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A simple and effective geometric representation for irregular porous structure modeling
Computer-Aided Design
Economic load dispatch using improved harmony search
WSEAS Transactions on Systems and Control
A knowledge-based approach to automated simulation model adaptation
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Comparison of optimality and robustness between SA, TS and GRASP metaheuristics in FJSP problem
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
A novel smart multi-objective particle swarm optimisation using decomposition
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
A parallel multi-objective evolutionary algorithm for phylogenetic inference
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
CSS'10 Proceedings of the 4th international conference on Circuits, systems and signals
Metaheuristics based de novo protein sequencing: A new approach
Applied Soft Computing
Review of meta-heuristics and generalised evolutionary walk algorithm
International Journal of Bio-Inspired Computation
Hybrid metaheuristics in combinatorial optimization: A survey
Applied Soft Computing
Local search heuristics for the multidimensional assignment problem
Journal of Heuristics
Adaptive iterated local search for cross-domain optimisation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Estimation of distribution algorithms: from available implementations to potential developments
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
EvoCOP'11 Proceedings of the 11th European conference on Evolutionary computation in combinatorial optimization
Metaheuristic optimization: algorithm analysis and open problems
SEA'11 Proceedings of the 10th international conference on Experimental algorithms
Bat algorithm for multi-objective optimisation
International Journal of Bio-Inspired Computation
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems
Journal of Parallel and Distributed Computing
Clustering-based leaders' selection in multi-objective particle swarm optimisation
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
A survey on parallel ant colony optimization
Applied Soft Computing
Mixed variable structural optimization using Firefly Algorithm
Computers and Structures
A GRASP-based approach to the generalized minimum spanning tree problem
Expert Systems with Applications: An International Journal
Performance and cost trade-off in Tracking Area reconfiguration: A Pareto-optimization approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
Parallel multi-objective approaches for inferring phylogenies
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Information Sciences: an International Journal
An Intelligent Tuned Harmony Search algorithm for optimisation
Information Sciences: an International Journal
Compactness in spatial decision support: a literature review
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part I
EvoCOP'10 Proceedings of the 10th European conference on Evolutionary Computation in Combinatorial Optimization
GPU-Based multi-start local search algorithms
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
A clustering approach using weighted similarity majority margins
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
A model-driven framework for guided design space exploration
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Hybrid genetic simulated annealing algorithm (HGSAA) to solve storage container problem in port
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
A hybrid ICA/PSO algorithm by adding independent countries for large scale global optimization
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
The complexification of engineering
Complexity
D2MOPSO: multi-objective particle swarm optimizer based on decomposition and dominance
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
Agent-based guided local search
Expert Systems with Applications: An International Journal
Bee algorithms for solving DNA fragment assembly problem with noisy and noiseless data
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Hybrid metaheuristic particle filters for stochastic volatility estimation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
The automatic generation of mutation operators for genetic algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Comparative analysis of evolutionary algorithms for image enhancement
International Journal of Metaheuristics
Development of a reduced human user input task allocation method for multiple robots
Robotics and Autonomous Systems
Multi-objective optimization with fuzzy measures and its application to flow-shop scheduling
Engineering Applications of Artificial Intelligence
A Guide-and-Observe Hyper-Heuristic Approach to the Eternity II Puzzle
Journal of Mathematical Modelling and Algorithms
Editorial: Metaheuristics on GPUs
Journal of Parallel and Distributed Computing
Accelerated parallel genetic programming tree evaluation with OpenCL
Journal of Parallel and Distributed Computing
Parallelization strategies for hybrid metaheuristics using a single GPU and multi-core resources
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Gaining a better quality depending on more exploration in PSO
MATES'12 Proceedings of the 10th German conference on Multiagent System Technologies
Testing of concurrent programs using genetic algorithms
SSBSE'12 Proceedings of the 4th international conference on Search Based Software Engineering
Cellular growth algorithms for shape design of truss structures
Computers and Structures
Parameter tuning of a choice-function based hyperheuristic using Particle Swarm Optimization
Expert Systems with Applications: An International Journal
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
More effective crossover operators for the all-pairs shortest path problem
Theoretical Computer Science
Proceedings of the Winter Simulation Conference
International Journal of Applied Metaheuristic Computing
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems
The Journal of Supercomputing
Mitigation of greenhouse gas emissions in vehicle routing problems with backhauling
Expert Systems with Applications: An International Journal
Approximating multi-objective scheduling problems
Computers and Operations Research
A clustering particle based artificial bee colony algorithm for dynamic environment
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Adapting scientific workflow structures using multi-objective optimization strategies
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
A harmony search algorithm for nurse rostering problems
Information Sciences: an International Journal
A Guide-and-Observe Hyper-Heuristic Approach to the Eternity II Puzzle
Journal of Mathematical Modelling and Algorithms
Editorial: Emergent nature inspired algorithms for multi-objective optimization
Computers and Operations Research
Multiobjective cuckoo search for design optimization
Computers and Operations Research
Heuristics for the traveling repairman problem with profits
Computers and Operations Research
Metaheuristic algorithms for inverse problems
International Journal of Innovative Computing and Applications
Query paraphrasing enhancement using artificial bee colony
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Designing a novel hybrid swarm based multiobjective evolutionary algorithm for finding DNA motifs
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
Interfaces
Obtaining the optimal configuration of high-radix Combined switches
Journal of Parallel and Distributed Computing
Analog Integrated Circuits and Signal Processing
A hybrid metaheuristic approach for the capacitated p-median problem
Applied Soft Computing
Journal of Intelligent Manufacturing
Cuckoo search for inverse problems and simulated-driven shape optimization
Journal of Computational Methods in Sciences and Engineering - Special issue on Advances in Simulation-Driven Optimization and Modeling
Hybrid Estimation of Distribution Algorithm for the Quay Crane Scheduling Problem
Applied Soft Computing
Expert Systems with Applications: An International Journal
Iterative approaches for solving a multi-objective 2-dimensional vector packing problem
Computers and Industrial Engineering
Dynamic voltage scaling for series hybrid amplifiers
Microelectronics Journal
An analysis of unit tests of a flight software product line
Science of Computer Programming
A hybrid data mining GRASP with path-relinking
Computers and Operations Research
Transactions on Computational Collective Intelligence IX
ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms
Journal of Heuristics
A new genetic algorithm for lot-streaming flow shop scheduling with limited capacity buffers
Journal of Intelligent Manufacturing
Chaotic swarming of particles: A new method for size optimization of truss structures
Advances in Engineering Software
Democratic PSO for truss layout and size optimization with frequency constraints
Computers and Structures
Identifying web sessions with simulated annealing
Expert Systems with Applications: An International Journal
A discrete gravitational search algorithm for solving combinatorial optimization problems
Information Sciences: an International Journal
Lower and upper bounds for the Bin Packing Problem with Fragile Objects
Discrete Applied Mathematics
Location-arc routing problem: Heuristic approaches and test instances
Computers and Operations Research
Parallel artificial immune system for the constrained graph list multicolouring problem
International Journal of Metaheuristics
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms
Genetic Programming and Evolvable Machines
An efficient dynamic load balancing algorithm
Computational Mechanics
A parallel cooperative team of multiobjective evolutionary algorithms for motif discovery
The Journal of Supercomputing
On the performance of Scatter Search for post-enrolment course timetabling problems
Journal of Combinatorial Optimization
An hybrid intelligent approach for real-time traffic control
International Journal of Hybrid Intelligent Systems
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A unified view of metaheuristics This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms to solve complex optimization problems across a diverse range of applications, from networking and bioinformatics to engineering design, routing, and scheduling. It presents the main design questions for all families of metaheuristics and clearly illustrates how to implement the algorithms under a software framework to reuse both the design and code. Throughout the book, the key search components of metaheuristics are considered as a toolbox for: Designing efficient metaheuristics (e.g. local search, tabu search, simulated annealing, evolutionary algorithms, particle swarm optimization, scatter search, ant colonies, bee colonies, artificial immune systems) for optimization problems Designing efficient metaheuristics for multi-objective optimization problems Designing hybrid, parallel, and distributed metaheuristics Implementing metaheuristics on sequential and parallel machines Using many case studies and treating design and implementation independently, this book gives readers the skills necessary to solve large-scale optimization problems quickly and efficiently. It is a valuable reference for practicing engineers and researchers from diverse areas dealing with optimization or machine learning; and graduate students in computer science, operations research, control, engineering, business and management, and applied mathematics.