001435086 000__ 05524cam\a2200625\i\4500
001435086 001__ 1435086
001435086 003__ OCoLC
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001435086 019__ $$a1244630512
001435086 020__ $$a9783030687762$$q(electronic bk.)
001435086 020__ $$a3030687767$$q(electronic bk.)
001435086 020__ $$z3030687759
001435086 020__ $$z9783030687755
001435086 0247_ $$a10.1007/978-3-030-68776-2$$2doi
001435086 035__ $$aSP(OCoLC)1243350191
001435086 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dGW5XE$$dEBLCP$$dOCLCO$$dOCLCF$$dOCLCO$$dOCLCQ$$dOCLCO$$dCOM$$dOCLCQ
001435086 049__ $$aISEA
001435086 050_4 $$aQA76.9.S63
001435086 08204 $$a006.3$$223
001435086 24500 $$aFuzzy logic hybrid extensions of neural and optimization algorithms :$$btheory /$$cOscar Castillo, Patricia Melin, editors.
001435086 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2021]
001435086 300__ $$a1 online resource
001435086 336__ $$atext$$btxt$$2rdacontent
001435086 337__ $$acomputer$$bc$$2rdamedia
001435086 338__ $$aonline resource$$bcr$$2rdacarrier
001435086 4901_ $$aStudies in computational intelligence,$$x1860-949X ;$$vvolume 940
001435086 504__ $$aIncludes bibliographical references.
001435086 5050_ $$aEstimation of the Number of Filters in the Convolution Layers of a Convolutional Neural Network Using a Fuzzy Logic System -- Optimization of Membership Function Parameters for Fuzzy Controllers in Cruise Control Problem Using the Multi-verse Optimizer -- Performance Analysis of a Distributed Steady-State Genetic Algorithm Using Low-Power Computers -- Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration Methods -- Genetic Optimization of Ensemble Neural Network Architectures for Prediction of COVID-19 Confirmed and Death Cases -- Optimization of Modular Neural Networks for the Diagnosis of Cardiovascular Risk -- A Review on the Cuckoo Search Algorithm -- An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer -- Parameter Optimization of a Convolutional Neural Network Using Particle Swarm Optimization -- One-Dimensional Bin Packing Problem: An Experimental Study of Instances Difficulty and Algorithms Performance -- Looking for Emotions in Evolutionary Art -- Review of Hybrid Combinations of Metaheuristics for Problem Solving Optimization -- GPU Accelerated Membrane Evolutionary Artificial Potential Field for Mobile Robot Path Planning -- Optimization of the Internet Shopping Problem with Shipping Costs -- Multiobjective Algorithms Performance When Solving CEC09 Test Instances -- Analysis of the Efficient Frontier of the Portfolio Selection Problem Instance of the Mexican Capital Market -- Multi-objective Portfolio Optimization Problem with Trapezoidal Fuzzy Parameters -- A Study on the Use of Hyper-heuristics Based on Meta-Heuristics for Dynamic Optimization -- On the Adequacy of a Takagi-Sugeno-Kang Protocol as an Empirical Identification Tool for Sigmoidal Allometries in Geometrical Space -- A New Hybrid Method Based on ACO and PSO with Fuzzy Dynamic Parameter Adaptation for Modular Neural Networks Optimization -- Knowledge Discovery Using an Evolutionary Algorithm and Compensatory Fuzzy Logic.
001435086 506__ $$aAccess limited to authorized users.
001435086 520__ $$aWe describe in this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems.
001435086 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed April 5, 2021).
001435086 650_0 $$aSoft computing.
001435086 650_0 $$aFuzzy logic.
001435086 650_0 $$aNeural networks (Computer science)
001435086 650_0 $$aMathematical optimization.
001435086 650_0 $$aAlgorithms.
001435086 650_6 $$aInformatique douce.
001435086 650_6 $$aLogique floue.
001435086 650_6 $$aRéseaux neuronaux (Informatique)
001435086 650_6 $$aOptimisation mathématique.
001435086 650_6 $$aAlgorithmes.
001435086 655_0 $$aElectronic books.
001435086 7001_ $$aCastillo, Oscar,$$d1959-$$eeditor.
001435086 7001_ $$aMelin, Patricia,$$d1962-$$eeditor.
001435086 77608 $$iPrint version:$$z3030687759$$z9783030687755$$w(OCoLC)1229141030
001435086 830_0 $$aStudies in computational intelligence ;$$vv. 940.$$x1860-949X
001435086 852__ $$bebk
001435086 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-68776-2$$zOnline Access$$91397441.1
001435086 909CO $$ooai:library.usi.edu:1435086$$pGLOBAL_SET
001435086 980__ $$aBIB
001435086 980__ $$aEBOOK
001435086 982__ $$aEbook
001435086 983__ $$aOnline
001435086 994__ $$a92$$bISE