Intelligent Optimization Strategies in Uncertain and Dynamic Environments
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Type of dynamism
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Dynamism in the Objective Function
-Chaotic Fitness Landscapes
Dynamism in the Restrictions
Type of uncertainty
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Uncertainty in the Objective Function
Uncertainty in the Restrictions
Method
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Adaptive Business Intelligence
Ant Colony Optimization (ACO)
Bayesian Optimization Algorithms
Collaborative Evolutionary Swarm Optimization (CESO)
Cooperative Strategies
-Centralised Cooperative System
-Multiagent Decentralised Strategy
Cultural Algorithms
Dijkstra's Shortest Path Algorithm
Elastic Net Method and Inter-Over operator
Estimation-of-Distribution Algorithm (EDA)
-Univariate Marginal Distribution Algorithm (UMDA)
Evolution Strategies
-Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
-Differential Evolution (DE)
-Self-Adaptation Evolution Strategies (SA-ES)
Evolutionary Algorithms
-Elastic Net Method
-Evolutionary Planner/Navigatot
-Hierarchical Evolutionary Algorithms
-Population Based Incremental Learning (PBIL) algorithms
Evolutionary Programming
Evolutionary Swarm Cooperative Algorithm (ESCA)
Genetic Algorithms (GA)
-Compact Genetic Algorithm (CGA)
-Evolvable Agent Model (EvAg)
-Hybrid Inmigrants Genetic Algorithm (HIGA)
-Island model GA
-Memory Enhanced Genetic Algorithms (MEGA)
-NSGA-II
-Random Inmigrants Genetic Algorithms (RIGA)
-Standard Crowding Genetic Algorithm
-Structured Genetic Algorithm (sGA)
Genetic Programming
Genetics-Based Learning Classifier System (GBLCS)
-XCS
Immune-based Algorithms (IBAs)
Interval Arithmetic
Memetic Algorithms
Mixed Integer Linear Programming (MILP)
Multi-Phase Multi-Individual Extremal Optimization (MMEO) Algorithm
Neural Networks
Orthogonal Dynamic Hill Climbing (ODHC)
Parameter Auto-Adjustment
-Cumulative Step Length Adaptation
Particle Swarm Optimization (PSO)
-Fuzzy PSO
-Hybrid PSO
Prim's Minimum Spanning Tree (MST) Algorithm
Reinforcement Learning Agents
Reinforcement Learning Algorithm
Self Organizing Scouts (SOS)
Simulated Annealing (SA)
Simulation Framework
Stochastic Diffusion Search
Tabu Search
Variable Neighborhood Search (VNS)
Widrow-Hoff Learning Technique
Model
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Abstract Memory Scheme
Adaptive
-Self-Adaptive
Adaptive Business Intelligence
Combinatorial Optimization
Data Mining
Explicit Memory Schemes
-Associative Memory Scheme
-Direct Memory Scheme
Fuzzy Linear Programming (FLP)
Gaussian Processes
Kalman Filters
Multi-Objective Optimization
Probabilistic Model
Quadratic Modelling
Self Organized Criticality (SOC)
Surrogate Modeling
Time-Linkage
Application
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Aerospace Design
Car Distribution System
Decision Support Systems (DSS)
Design of Analog Filters
DF1 Generator (cones)
Dynamic Grid-World Problem
Dynamic Knapsack Problem
Dynamic Problem Generator
Dynamic Scheduling
Dynamic Subset Sum Problem
Dynamic Travelling Salesman Problem
Dynamic Vehicle Routing Problem (DVRP)
Evolutionary Robotics
Financial Optimization Problems
Layout Synthesis of MEMS
Modelling of ship trajectory
Nk Landscape Problem
Path Planning
Planning Safe Trajectories
Pollution Control
Pose Problem
Real-6-Multiplexer Problem
Rober Problem
Robust Design
Salting Route Optimization
Shortest Path Routing Problems
Standard Benchmark Functions
Structural Optimization
Synthetic Dynamic Problems
-Dynamic Ackley Function
-Dynamic Bit-Matching
-Dynamic Deceptive Functions
-Dynamic Onemax Function
-Dynamic Plateau Function
-Dynamic Quadratic Function
-Dynamic Rastrigin Function
-Dynamic Royal Road Function
-Dynamic Scaling Problems
-Dynamic Schaffer's Function
-Dynamic Sphere
-Griewank Function
-Moving Parabola
-Moving Peaks Benchmark (MPB)
-Rosenbrock Function
-Shaky Ladder Hyperplane-Defined Functions (SL-HDF)
-Simple Test Case Generator (STCG)
-Time-Linkage Numerical Problems
-Trap Function based Synthetic Problems
-XOR-based Synthetic Dynamic Problems
Synthetic Problems
Varied-Line-Spacing Holographic Grating (VLSHG)
Wireless Sensor Networks
Measure
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Accuracy
ANOVA Test
Average Best Function Value (ABFV)
Average Error
Average Fitness
Average Fitness Evolution
Average Generation Error (AGEr)
Average Iterations Required to Track Changes
Best Fitness
Best Fitness Evolution
Best-of-Generation Evolution
Collective Mean Fitness (CMF)
Convergence
Cumulative Fitness
Distance to Known Best
Diversity
ES Tracking Performance
Mean Fitness Error (MFE)
Median Fitness Evolution
Offline Error Evolution
Offline Performance
Offline Performance Evolution
Other measures
Overall Offline Performance
Pareto Optimality
-Success Counting (SCC)
Problem Specific
Proportion of Runs Succeeded
Reactivity
Recovery
Relative Error
Robustness
Stability
Standard Deviation
Student's t-test
Tahmane Test
Time
Tractability
U Mann-Whitney Non-parametric Test
Wilcoxon's Non-parametric test
Mean Best-of-Generation
Offline Error
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Book Chapter
Conference Paper
Conference Proceedings
Journal Article
Magazine Article
Manuscript
Miscellaneous
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Patent
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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)