TY - JOUR
T1 - METAHEURISTICS AND SOLVING COMPLEX PROBLEMS
AU - Eduardo Maldonado, Carlos
AU - Alba, Enrique
AU - Isasi, Pedro
AU - Blum, Christian
AU - Leon, Coromoto
PY - 2016/5
Y1 - 2016/5
N2 - Real-world problems and modern optimization techniques to solve them. Here, a team of international experts brings together core ideas for solving complex problems in optimization across a wide variety of real-world settings, including computer science, engineering, transportation, telecommunications, and bioinformatics. Part One-covers methodologies for complex problem solving including genetic programming, neural networks, genetic algorithms, hybrid evolutionary algorithms, and more. Part Two-delves into applications including DNA sequencing and reconstruction, location of antennae in telecommunication networks, metaheuristics, FPGAs, problems arising in telecommunication networks, image processing, time series prediction, and more. All chapters contain examples that illustrate the applications themselves as well as the actual performance of the algorithms.?Optimization Techniques for Solving Complex Problems is a valuable resource for practitioners and researchers who work with optimization in real-world settings
AB - Real-world problems and modern optimization techniques to solve them. Here, a team of international experts brings together core ideas for solving complex problems in optimization across a wide variety of real-world settings, including computer science, engineering, transportation, telecommunications, and bioinformatics. Part One-covers methodologies for complex problem solving including genetic programming, neural networks, genetic algorithms, hybrid evolutionary algorithms, and more. Part Two-delves into applications including DNA sequencing and reconstruction, location of antennae in telecommunication networks, metaheuristics, FPGAs, problems arising in telecommunication networks, image processing, time series prediction, and more. All chapters contain examples that illustrate the applications themselves as well as the actual performance of the algorithms.?Optimization Techniques for Solving Complex Problems is a valuable resource for practitioners and researchers who work with optimization in real-world settings
U2 - 10.1002/9780470411353
DO - 10.1002/9780470411353
M3 - Article
SN - 0124-4620
VL - 16
SP - 169
EP - 185
JO - Revista Colombiana de De Filosofía De La Ciencia
JF - Revista Colombiana de De Filosofía De La Ciencia
IS - 33
ER -