Modern Artificial Intelligence Based on Soft Computing Techniques

Inbunden, Engelska, 2025

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There are papers with the main topics from type-1 to type-3 fuzzy logic, which basically consists of a group of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications.

Produktinformation

Utgivningsdatum2025-06-04
Mått155 x 235 x 28 mm
Vikt894 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor422
FörlagSpringer International Publishing AG
ISBN9783031882784

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Artificiell intelligens inom Data och IT

Part 1.Neural Networks.- Chapter 1.A comparative analysis of convolutional neural networks for skin cancer classification.- Chapter 2.Application of Artificial Neural Networks as Surrogate Models for Credit Assignment in Heuristic Selection Algorithms for Combinatorial Problems.- Chapter 3.Semiconductor-Deep Learning for the Design and Simulation of Solar Energy Reservoir-Powered Thermogenerators.- Chapter 4.Self-organizing maps as neural models for different unsupervised clustering problems.- Chapter 5.Application of a new approach for the prediction of inflation, exchange rate and gross national income in North American countries using Supervised Neural Networks.- Chapter 6.A Comparative Study of Transfer Learning and Fine-Tuning for Facial Paralysis Image Classification.- Part 2.Type-1 and Type-2 Fuzzy Systems.- Chapter 7.Intelligent Hybrid System for Kidney Image Classification Using Neural Networks and Fuzzy Logic.- Chapter 8.Optimization of Fuzzy Controllers using an Interval Type-2 Fuzzy Variant of the Multiverse Optimizer Algorithm.- Chapter 9.Optimal Design of Fuzzy Controllers with the Cuckoo Search Algorithm.- Chapter 10.Fuzzy estimation of slope value for the LeakyReLU applied to convolutional neural networks.- Chapter 11.Analysis and Intuitionistic Fuzzy Estimations on Solar Modules Efficiency.- Part 3.Metaheuristics.- Chapter 12.Grasshopper Optimization Algorithm Based Recommender System.- Chapter 13.Hybridization of the Mayfly and Roach infestation optimization collective Intelligence algorithms with fuzzy system-based parameter adaptation.- Chapter 14.Hybridization of change adaptation mechanisms to solve multi -objective dynamic problems.- Chapter 15.Metaheuristic-Based Route Planning for Efficient EV Charging Station Networks.- Chapter 16.A Hybrid ACO-MOGA Algorithm and Bio-Inspired Algorithms for Optimization of Vehicle Routing Problems.- Chapter 17.Micro differential evolution algorithm with self-adaptation for numerical optimization.- Part 4.Optimization.- Chapter 18.Applications of Bin Packing Problems in Cloud Computing.- Chapter 19.Genetic Algorithms and Q-Learning for the Optimization of the STSP Problem in Urban Mobility.- Chapter 20.Explicit Analysis of Three Popular Backpropagation Optimizers.- Chapter 21.Lower Limbs Varicose Veins Detection using Thermography: A State-of-the-art Review.- Chapter 22.Generating Feasible Solutions Through a Heuristic Approach in a Water Use Optimization Model Based on the Transportation Problem.- Part 5.Type-3 Fuzzy Systems.- Chapter 23.Type-3 Fuzzy System for Modeling Hotel Selection Decision[1]Making.- Chapter 24.Optimization of Interval Type-3 Fuzzy Inference Systems using a Genetic Algorithm applied to Medical Classification.- Chapter 25.Comparison of Type-1, Type-2 and Type-3 fuzzy Integrators for Ensemble Neural Networks Applied to Bitcoin Prediction.- Chapter 26.Review of Type-3 Fuzzy Logic: Theory and Applications.- Chapter 27.Type-3 Fuzzy System for Modeling the Decision of Process in Buying a Car.