ISBN: 9781498741064

Swarm Intelligence: Principles, Advances, and Applicationsdelivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf… Mehr…

Swarm Intelligence: Principles, Advances, and Applicationsdelivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical optimization, addressing basic concepts related to swarm intelligence, such as randomness, random walks, and chaos theory. The text then:Describes the various swarm intelligence optimization methods, standardizing the variants, hybridizations, and algorithms whenever possibleDiscusses variants that focus more on binary, discrete, constrained, adaptive, and chaotic versions of the swarm optimizersDepicts real-world applications of the individual optimizers, emphasizing variable selection and fitness function designDetails the similarities, differences, weaknesses, and strengths of each swarm optimization methodDraws parallels between the operators and searching manners of the different algorithmsSwarm Intelligence: Principles, Advances, and Applicationspresents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustrative examples and an extendable MATLAB''package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals, and offers experts valuable insight into new directions and hybridizations. Aboul Ella Hassanien, Eid Emary, Books, Computers, Swarm Intelligence: Principles, Advances, And Applications Books>Computers, Taylor and Francis<

ISBN: 9781498741064

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony,… Mehr…

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical optimization, addressing basic concepts related to swarm intelligence, such as randomness, random walks, and chaos theory. The text then: Describes the various swarm intelligence optimization methods, standardizing the variants, hybridizations, and algorithms whenever possible Discusses variants that focus more on binary, discrete, constrained, adaptive, and chaotic versions of the swarm optimizers Depicts real-world applications of the individual optimizers, emphasizing variable selection and fitness function design Details the similarities, differences, weaknesses, and strengths of each swarm optimization method Draws parallels between the operators and searching manners of the different algorithms Swarm Intelligence: Principles, Advances, and Applications presents a comprehensive treatment of modern swarm intelligence optimization methods, complete with illustrative examples and an extendable MATLAB® package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals, and offers experts valuable insight into new directions and hybridizations. New Textbooks>Hardcover>Technology>Xxxsoftware Engr>* Desc Unknown, Taylor & Francis Core >2 >T<

ISBN: 9781498741064

Swarm Intelligence: Principles Advances and Applications delivers in-depth coverage of bat artificial fish swarm firefly cuckoo search flower pollination artificial bee colony wol… Mehr…

Swarm Intelligence: Principles Advances and Applications delivers in-depth coverage of bat artificial fish swarm firefly cuckoo search flower pollination artificial bee colony wolf search and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical optimization addressing basic concepts related to swarm intelligence such as randomness random walks and chaos theory. The text then: Describes the various swarm intelligence optimization methods standardizing the variants hybridizations and algorithms whenever possible Discusses variants that focus more on binary discrete constrained adaptive and chaotic versions of the swarm optimizers Depicts real-world applications of the individual optimizers emphasizing variable selection and fitness function design Details the similarities differences weaknesses and strengths of each swarm optimization method Draws parallels between the operators and searching manners of the different algorithms Swarm Intelligence: Principles Advances and Applications presents a comprehensive treatment of modern swarm intelligence optimization methods complete with illustrative examples and an extendable MATLAB package for feature selection in wrapper mode applied on different data sets with benchmarking using different evaluation criteria. The book provides beginners with a solid foundation of swarm intelligence fundamentals and offers experts valuable insight into new directions and hybridizations. Media > Books > Print Books new, CRC Press<

ISBN: 1498741061

[SR: 700960], Gebundene Ausgabe, [EAN: 9781498741064], Taylor & Francis Inc, Taylor & Francis Inc, Book, [PU: Taylor & Francis Inc], Taylor & Francis Inc, 63355011, Künstliche Intelligenz… Mehr…

[SR: 700960], Gebundene Ausgabe, [EAN: 9781498741064], Taylor & Francis Inc, Taylor & Francis Inc, Book, [PU: Taylor & Francis Inc], Taylor & Francis Inc, 63355011, Künstliche Intelligenz, 63336011, Informatik, 62991011, Computer & Internet, 54071011, Genres, 52044011, Fremdsprachige Bücher, 60525011, Elektronik, 60516011, Elektrotechnik, 60448011, Ingenieurwesen & Technik, 60447011, Architektur, Technik & Ingenieurswesen, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56221011, Populär & Elementar, 56214011, Mathematik, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56441011, Technologie, 56447011, Erneuerbare Energien, 56448011, Innovationen, 1320311031, Nachschlagewerke, 56444011, Nanotechnologie, 56449011, Philosophie der Technologie, 56445011, Risiken, 56446011, Sicherheit & Gesundheit, 273011011, Soziale Aspekte, 54518011, Technisches Denken & Schreiben, 56451011, Technologie & Gesellschaft, 56211011, Technologiegeschichte, 56442011, Zukunftsforschung, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher<