Intelligent Optimization Strategies in Uncertain and Dynamic Environments
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Best Fitness
An efficient genetic algorithm for job shop scheduling with tardiness objectives
Dynamism
Dynamism in the Objective Function
Dynamism in the Restrictions
Methods
Genetic Algorithms (GA)
Applications
Dynamic Scheduling
Measures
Best Fitness
[Mattfeld2004]
An efficient genetic algorithm for job shop scheduling with tardiness objectives
,
Mattfeld, Dirk C.
, and
Bierwirth Christian
, European Journal of Operational Research, Volume 155, Number 3, p.616-630, (2004)
An Artificial Immune Network for Multimodal Function Optimization on Dynamic Environments
Dynamism
Dynamism in the Objective Function
Methods
Immune-based Algorithms (IBAs)
Applications
Dynamic Rastrigin Function
Dynamic Sphere
Griewank Function
Rosenbrock Function
Synthetic Dynamic Problems
Measures
Best Fitness
Standard Deviation
Offline Error
[Olivetti2005]
An Artificial Immune Network for Multimodal Function Optimization on Dynamic Environments
,
Olivetti de França, Fabricio
,
Von Zuben Fernando J.
, and
Nunes de Castro Leandro
, GECCO '05: Proceedings of the 2005 conference on Genetic and evolutionary computation, New York, NY, USA, p.289-296, (2005)
Dynamic job-shop scheduling using reinforcement learning agents
Dynamism
Dynamism in the Objective Function
Dynamism in the Restrictions
Methods
Reinforcement Learning Agents
Applications
Dynamic Scheduling
Measures
Best Fitness
[Aydin2000]
Dynamic job-shop scheduling using reinforcement learning agents
,
Aydin, Emin M.
, and
Öztemel Ercan
, Robotics and Autonomous Systems, Volume 33, Number 2-3, p.169 - 178, (2000)
Dynamic vehicle routing using genetic algorithms
Dynamism
Dynamism in the Objective Function
Methods
Ant Colony Optimization (ACO)
Genetic Algorithms (GA)
Tabu Search
Applications
Dynamic Vehicle Routing Problem (DVRP)
Measures
Average Fitness
Best Fitness
[Hanshar2007]
Dynamic vehicle routing using genetic algorithms
,
Hanshar, Franklin T.
, and
Ombuki-Berman Beatrice M.
, Applied Intelligence, August, Volume 27, Number 1, p.89-99, (2007)
On the Behavior of Evolutionary Global-Local Hybrids with Dynamic Fitness Functions
Dynamism
Dynamism in the Objective Function
Methods
Evolutionary Algorithms
Applications
DF1 Generator (cones)
Measures
Best Fitness
[Eriksson2002]
On the Behavior of Evolutionary Global-Local Hybrids with Dynamic Fitness Functions
,
Eriksson, Roger
, and
Olsson Björn
, Parallel Problem Solving from Nature - PPSN VII, Granada, (2002)
Learning, anticipation and time-deception in evolutionary online dynamic optimization
Dynamism
Dynamism in the Objective Function
Methods
Estimation-of-Distribution Algorithm (EDA)
Evolutionary Algorithms
Models
Time-Linkage
Applications
Synthetic Dynamic Problems
Time-Linkage Numerical Problems
Measures
Best Fitness
Cumulative Fitness
[Bosman2005]
Learning, anticipation and time-deception in evolutionary online dynamic optimization
,
Bosman, Peter A. N.
, GECCO '05: Proceedings of the 2005 workshops on Genetic and evolutionary computation, New York, NY, USA, p.39-47, (2005)
Particle swarm optimization in non-stationary environments
Dynamism
Dynamism in the Objective Function
Methods
Hybrid PSO
Particle Swarm Optimization (PSO)
Applications
DF1 Generator (cones)
Measures
Best Fitness
[Esquivel2004]
Particle swarm optimization in non-stationary environments
,
Esquivel, S. C.
, and
Coello Coello C. A.
, Advances in Artificial Intelligence- IBERAMIA 2004, 2004, (2004)
Adaptive critics for dynamic particle swarm optimization
Dynamism
Dynamism in the Objective Function
Methods
Particle Swarm Optimization (PSO)
Applications
Dynamic Rastrigin Function
Griewank Function
Rosenbrock Function
Synthetic Dynamic Problems
Measures
Best Fitness
[Venayagamoorthy2004]
Adaptive critics for dynamic particle swarm optimization
,
Venayagamoorthy, G. K.
, IEEE International Symposium on Intelligent Control, 2004, (2004)
Fuzzy adaptive particle swarm optimization
Dynamism
Dynamism in the Objective Function
Methods
Fuzzy PSO
Particle Swarm Optimization (PSO)
Applications
Dynamic Rastrigin Function
Griewank Function
Rosenbrock Function
Synthetic Dynamic Problems
Measures
Best Fitness
[Shi2001]
Fuzzy adaptive particle swarm optimization
,
Shi, Y.
, and
Eberhart R. C.
, IEEE Conference on Evolutionary Computation, ICEC, 2001, (2001)
Evolvable Agents in Static and Dynamic Optimization Problems
Dynamism
Dynamism in the Objective Function
Methods
Evolvable Agent Model (EvAg)
Genetic Algorithms (GA)
Random Inmigrants Genetic Algorithms (RIGA)
Applications
Synthetic Dynamic Problems
Trap Function based Synthetic Problems
Measures
Best Fitness
Student's t-test
Mean Best-of-Generation
[Laredo2008]
Evolvable Agents in Static and Dynamic Optimization Problems
,
Laredo, Juan L.
,
Castillo Pedro A.
,
Mora Antonio M.
,
Merelo Juan J.
,
Rosa Agostinho
, and
Fernandes Carlos
, Proceedings of the 10th international conference on Parallel Problem Solving from Nature, Berlin, Heidelberg, p.488-497, (2008)
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Categories
Dynamism
Dynamism in the Objective Function (131)
Chaotic Fitness Landscapes (1)
Dynamism in the Restrictions (19)
Uncertainty
Uncertainty in the Objective Function (19)
Uncertainty in the Restrictions (10)
Methods
Adaptive Business Intelligence (1)
Ant Colony Optimization (ACO) (5)
Bayesian Optimization Algorithms (1)
Collaborative Evolutionary Swarm Optimization (CESO) (2)
Cooperative Strategies (5)
Centralised Cooperative System (2)
Multiagent Decentralised Strategy (1)
Cultural Algorithms (3)
Dijkstra's Shortest Path Algorithm (1)
Estimation-of-Distribution Algorithm (EDA) (5)
Univariate Marginal Distribution Algorithm (UMDA) (3)
Evolution Strategies (11)
Covariance Matrix Adaptation Evolution Strategy (CMA-ES) (3)
Differential Evolution (DE) (1)
Self-Adaptation Evolution Strategies (SA-ES) (1)
Evolutionary Algorithms (42)
Elastic Net Method (1)
Hierarchical Evolutionary Algorithms (1)
Population Based Incremental Learning (PBIL) algorithms (3)
Evolutionary Programming (2)
Evolutionary Swarm Cooperative Algorithm (ESCA) (1)
Genetic Algorithms (GA) (53)
Compact Genetic Algorithm (CGA) (1)
Evolvable Agent Model (EvAg) (1)
Hybrid Inmigrants Genetic Algorithm (HIGA) (1)
Memory Enhanced Genetic Algorithms (MEGA) (1)
NSGA-II (5)
Random Inmigrants Genetic Algorithms (RIGA) (9)
Standard Crowding Genetic Algorithm (1)
Structured Genetic Algorithm (sGA) (1)
Genetic Programming (1)
Genetics-Based Learning Classifier System (GBLCS) (1)
XCS (1)
Immune-based Algorithms (IBAs) (6)
Interval Arithmetic (1)
Memetic Algorithms (3)
Mixed Integer Linear Programming (MILP) (1)
Multi-Phase Multi-Individual Extremal Optimization (MMEO) Algorithm (1)
Neural Networks (2)
Orthogonal Dynamic Hill Climbing (ODHC) (1)
Parameter Auto-Adjustment (2)
Particle Swarm Optimization (PSO) (28)
Fuzzy PSO (1)
Hybrid PSO (2)
Prim's Minimum Spanning Tree (MST) Algorithm (1)
Reinforcement Learning Agents (1)
Reinforcement Learning Algorithm (2)
Self Organizing Scouts (SOS) (6)
Simulated Annealing (SA) (2)
Simulation Framework (1)
Stochastic Diffusion Search (1)
Tabu Search (2)
Variable Neighborhood Search (VNS) (1)
Widrow-Hoff Learning Technique (1)
Models
Abstract Memory Scheme (1)
Adaptive (1)
Self-Adaptive (1)
Adaptive Business Intelligence (1)
Combinatorial Optimization (2)
Data Mining (1)
Explicit Memory Schemes (7)
Associative Memory Scheme (3)
Direct Memory Scheme (1)
Fuzzy Linear Programming (FLP) (1)
Kalman Filters (1)
Multi-Objective Optimization (13)
Quadratic Modelling (1)
Self Organized Criticality (SOC) (3)
Surrogate Modeling (1)
Time-Linkage (2)
Applications
Aerospace Design (1)
Car Distribution System (1)
Decision Support Systems (DSS) (1)
DF1 Generator (cones) (6)
Dynamic Grid-World Problem (1)
Dynamic Knapsack Problem (15)
Dynamic Problem Generator (11)
Dynamic Scheduling (4)
Dynamic Subset Sum Problem (1)
Dynamic Travelling Salesman Problem (2)
Dynamic Vehicle Routing Problem (DVRP) (4)
Evolutionary Robotics (1)
Financial Optimization Problems (2)
Layout Synthesis of MEMS (1)
Modelling of ship trajectory (1)
Nk Landscape Problem (2)
Path Planning (2)
Pollution Control (1)
Pose Problem (1)
Real-6-Multiplexer Problem (1)
Rober Problem (1)
Robust Design (9)
Salting Route Optimization (1)
Shortest Path Routing Problems (1)
Structural Optimization (1)
Synthetic Dynamic Problems (87)
Dynamic Ackley Function (2)
Dynamic Bit-Matching (3)
Dynamic Deceptive Functions (10)
Dynamic Onemax Function (10)
Dynamic Plateau Function (3)
Dynamic Quadratic Function (1)
Dynamic Rastrigin Function (8)
Dynamic Royal Road Function (10)
Dynamic Scaling Problems (1)
Dynamic Schaffer's Function (1)
Dynamic Sphere (7)
Griewank Function (4)
Moving Parabola (7)
Moving Peaks Benchmark (MPB) (33)
Rosenbrock Function (4)
Shaky Ladder Hyperplane-Defined Functions (SL-HDF) (2)
Simple Test Case Generator (STCG) (1)
Time-Linkage Numerical Problems (2)
Trap Function based Synthetic Problems (2)
XOR-based Synthetic Dynamic Problems (4)
Synthetic Problems (6)
Varied-Line-Spacing Holographic Grating (VLSHG) (1)
Wireless Sensor Networks (1)
Measures
Accuracy (2)
ANOVA Test (2)
Average Best Function Value (ABFV) (5)
Average Error (1)
Average Fitness (2)
Average Fitness Evolution (6)
Average Generation Error (AGEr) (3)
Average Iterations Required to Track Changes (1)
Best Fitness (16)
Best Fitness Evolution (12)
Best-of-Generation Evolution (24)
Collective Mean Fitness (CMF) (5)
Convergence (1)
Cumulative Fitness (3)
Distance to Known Best (7)
Diversity (8)
ES Tracking Performance (1)
Mean Fitness Error (MFE) (5)
Median Fitness Evolution (1)
Offline Error Evolution (3)
Offline Performance (14)
Offline Performance Evolution (5)
Other measures (1)
Overall Offline Performance (1)
Pareto Optimality (6)
Success Counting (SCC) (1)
Problem Specific (10)
Proportion of Runs Succeeded (1)
Reactivity (1)
Recovery (1)
Relative Error (1)
Robustness (7)
Stability (1)
Standard Deviation (2)
Student's t-test (21)
Tahmane Test (2)
Time (1)
Tractability (1)
U Mann-Whitney Non-parametric Test (2)
Wilcoxon's Non-parametric test (1)
Mean Best-of-Generation (12)
Offline Error (17)