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Numerical and Evolutionary Optimization 2020
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This book was established after the 8th International Workshop on Numerical and Evolutionary Optimization (NEO), representing a collection of papers on the intersection of the two research areas covered at this workshop: numerical optimization and evolutionary search techniques. While focusing on the design of fast and reliable methods lying across these two paradigms, the resulting techniques are strongly applicable to a broad class of real-world problems, such as pattern recognition, routing, energy, lines of production, prediction, and modeling, among others. This volume is intended to serve as a useful reference for mathematicians, engineers, and computer scientists to explore current issues and solutions emerging from these mathematical and computational methods and their applications.
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Keywords
- adaptive algorithm
- artificial intelligence
- base excitation
- chaotic perturbation
- CMOS differential pair
- CMOSA
- CMOTA
- cognitive tasks
- computational fluid dynamics
- constraint handling
- continuation
- convolutional neural network
- COVID-19
- decision maker profile
- decision making process
- decision-making process
- deep learning
- density estimators
- derivative-free optimization
- differential evolution
- drainage rehabilitation
- energy central
- ensemble method
- evolutionary algorithms
- finite volume method
- fixed point arithmetic
- Forecasting
- FP16
- fully linear models
- hybrid evolutionary approach
- Hybrid Simulated Annealing
- incorporation of preferences
- JSSP
- kriging method
- Linear Programming
- liquid storage tanks
- LSTM
- Mathematics & science
- metropolis
- Monte Carlo analysis
- multi-criteria classification
- Multi-Gene Genetic Programming
- multi-objective evolutionary optimization
- multi-objective optimization
- multi-objective portfolio optimization problem
- multiobjective descent
- multiobjective optimization
- optimization
- optimization framework
- optimization using preferences
- outranking relationships
- overflooding
- Pareto Tracer
- pipe breaking
- profile assessment
- project portfolio selection problem
- protein structure prediction
- pseudo random number generator
- PVT variations
- radial basis functions
- recommender system
- Reference, information & interdisciplinary subjects
- region of interest approximation
- Research & information: general
- robust optimization
- root
- steady state algorithms
- structural biology
- surrogate modeling
- Template-Based Modeling
- trapezoidal fuzzy numbers
- trust region methods
- usability evaluation
- VCO
Links
DOI: 10.3390/books978-3-0365-1670-7Editions