Evolutionary computation in scheduling /

"This book provides insight into the use of evolutionary computations in real-world applications. This edited book allows the reader to analyze the point of view of each contributor regarding how to choose a specific evolutionary computation and how to validate the results using metrics and sta...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Gandomi, Amir Hossein (Editor ), Emrouznejad, Ali (Editor ), Jamshidi, Mohammad (Editor ), Deb, Kalyanmoy (Editor ), Rahimi, Iman (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : John Wiley & Sons, Inc., 2020.
Temas:
Scheduling > Mathematical models.
Evolutionary computation.
Mathematical optimization.
Swarm intelligence.
Emploi du temps > Modèles mathématiques.
Réseaux neuronaux à structure évolutive.
Optimisation mathématique.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Evolutionary computation in scheduling : a scientometric analysis / Amir H. Gandomi, Ali Emrouznejad, Iman Rahimi
  • Role and impacts of ant colony optimization in job shop scheduling problems : a detail analysis / P. Deepalakshmi, K. Shankar
  • Advanced ant colony optimization in healthcare scheduling / Reza Behmanesh, Iman Rahimi, Mostafa Zandieh, Amir H. Gandomi
  • Task scheduling in heterogeneous computing systems using swarm intelligence / S Sarathambekai, K Umamaheswari
  • Computationally efficient scheduling schemes for multiple antenna systems using evolutionary algorithm and swarm optimization / Prabina Pattanayak, Preetam Kumar
  • An efficient modified red deer algorithm to solve a truck scheduling problem considering time windows and deadline for trucks' departure / Amir Mohammad Fathollahi-Fard, Abbas Ahmadi, Mohsen S. Sajadieh
  • Application of sub-population scheduling algorithm in multi-population evolutionary dynamic optimization / Javidan Kazemi Kordestani, Mohammad Reza Meybodi
  • Task scheduling in cloud environments : a survey on population-based evolutionary algorithms / Fahimeh Ramezani, Mohsen Naderpour, Javid Taheri, Jack Romanous, Albert Y. Zomaya
  • Scheduling of robotic disassembly in remanufacturing using bees algorithm / Jiayi Liu, Wenjun Xu, Zude Zhou, Duc Truong Pham
  • A modified fireworks algorithm to solve the heat and power generation scheduling problem in power system studies / Mohammad Sadegh Javadi, Ali Esmaeel Nezhad, Seyed-Ehsan Razavi, Abdollah Ahmadi, João P.S. Catalão.

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