Genetic Algorithm Essentials

Genetic Algorithm Essentials

This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, algorithms, and applications discussed as easy to understand as possible. Further, it avoids a great deal of formalisms and thus opens the subject to a broader audience in comparison to manuscripts over...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Kramer, Oliver (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:	Studies in Computational Intelligence, 679
Θέματα:	Engineering. Artificial intelligence. Computational intelligence. Computational Intelligence. Artificial Intelligence (incl. Robotics).
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

A Brief Introduction to Continuous Evolutionary Optimization
ανά: Kramer, Oliver
Έκδοση: (2014)

Optimization of PID Controllers Using Ant Colony and Genetic Algorithms
ανά: Ünal, Muhammet, κ.ά.
Έκδοση: (2013)

Genetic and Evolutionary Computing Proceeding of the Eighth International Conference on Genetic and Evolutionary Computing, October 18-20, 2014, Nanchang, China /
Έκδοση: (2015)

Genetic and Evolutionary Computing Proceedings of the Tenth International Conference on Genetic and Evolutionary Computing, November 7-9, 2016 Fuzhou City, Fujian Province, China /
Έκδοση: (2017)

Genetic and Evolutionary Computing Proceedings of the Seventh International Conference on Genetic and Evolutionary Computing, ICGEC 2013, August 25 - 27, 2013 - Prague, Czech Republic /
Έκδοση: (2014)

Computational Optimization, Methods and Algorithms
Έκδοση: (2011)

Parallel Architectures and Bioinspired Algorithms
Έκδοση: (2012)

Computational Genetic Regulatory Networks: Evolvable, Self-organizing Systems
ανά: Knabe, Johannes F.
Έκδοση: (2013)

Modeling Approaches and Algorithms for Advanced Computer Applications
Έκδοση: (2013)

Variants of Evolutionary Algorithms for Real-World Applications
Έκδοση: (2012)

Extreme Learning Machines 2013: Algorithms and Applications
Έκδοση: (2014)

Support Vector Machines and Evolutionary Algorithms for Classification Single or Together? /
ανά: Stoean, Catalin, κ.ά.
Έκδοση: (2014)

Genetic and Evolutionary Computing Proceedings of the Ninth International Conference on Genetic and Evolutionary Computing, August 26-28, 2015, Yangon, Myanmar - Volume 1 /
Έκδοση: (2016)

Big Data Analysis: New Algorithms for a New Society
Έκδοση: (2016)

New Backpropagation Algorithm with Type-2 Fuzzy Weights for Neural Networks
ανά: Gaxiola, Fernando, κ.ά.
Έκδοση: (2016)

Methodology, Models and Algorithms in Thermographic Diagnostics
ανά: Živčák, Jozef, κ.ά.
Έκδοση: (2013)

Self-Organizing Migrating Algorithm Methodology and Implementation /
Έκδοση: (2016)

Computationally Efficient Model Predictive Control Algorithms A Neural Network Approach /
ανά: Ławryńczuk, Maciej
Έκδοση: (2014)

Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering An Approach Based on Symmetry and Similarity /
ανά: Nava, Jaime, κ.ά.
Έκδοση: (2015)

Behavioral Program Synthesis with Genetic Programming
ανά: Krawiec, Krzysztof
Έκδοση: (2016)

Grouping Genetic Algorithms Advances and Applications /
ανά: Mutingi, Michael, κ.ά.
Έκδοση: (2017)

Advances and Applications of Optimised Algorithms in Image Processing
ανά: Oliva, Diego, κ.ά.
Έκδοση: (2017)

Proceedings of ELM-2014 Volume 1 Algorithms and Theories /
Έκδοση: (2015)

Intelligent Open Learning Systems Concepts, Models and Algorithms /
ανά: Różewski, Przemysław, κ.ά.
Έκδοση: (2011)

Industrial Applications of Evolutionary Algorithms
ανά: Sanchez, Ernesto, κ.ά.
Έκδοση: (2012)

Vision Based Autonomous Robot Navigation Algorithms and Implementations /
ανά: Chatterjee, Amitava, κ.ά.
Έκδοση: (2013)

Fuzzy Cognitive Maps for Applied Sciences and Engineering From Fundamentals to Extensions and Learning Algorithms /
Έκδοση: (2014)

Artificial Intelligence and Evolutionary Algorithms in Engineering Systems Proceedings of ICAEES 2014, Volume 1 /
Έκδοση: (2015)

Artificial Intelligence and Evolutionary Algorithms in Engineering Systems Proceedings of ICAEES 2014, Volume 2 /
Έκδοση: (2015)

Glowworm Swarm Optimization Theory, Algorithms, and Applications /
ανά: Kaipa, Krishnanand N., κ.ά.
Έκδοση: (2017)

Modelling and Control for Intelligent Industrial Systems Adaptive Algorithms in Robotics and Industrial Engineering /
ανά: Rigatos, Gerasimos G.
Έκδοση: (2011)

Chemical Optimization Algorithm for Fuzzy Controller Design
ανά: Astudillo, Leslie, κ.ά.
Έκδοση: (2014)

A Heuristic Approach to Possibilistic Clustering: Algorithms and Applications
ανά: Viattchenin, Dmitri A.
Έκδοση: (2013)

Advances in Unconventional Computing Volume 2: Prototypes, Models and Algorithms /
Έκδοση: (2017)

Machine Learning for Evolution Strategies
ανά: Kramer, Oliver
Έκδοση: (2016)

The Fundamentals of Computational Intelligence: System Approach
ανά: Zgurovsky, Mikhail Z., κ.ά.
Έκδοση: (2017)

Recent Contributions in Intelligent Systems
Έκδοση: (2017)

Current Trends on Knowledge-Based Systems
Έκδοση: (2017)

Recent Advances in Information Systems and Technologies Volume 1 /
Έκδοση: (2017)

Advances in Intelligent Information Hiding and Multimedia Signal Processing Proceeding of the Twelfth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Nov., 21-23, 2016, Kaohsiung, Taiwan, Volume 2 /
Έκδοση: (2017)

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