Evolutionary Computation in Scheduling

List of Contributors vii

Editors' Biographies xi

Preface xv

Acknowledgments xvii

1 Evolutionary Computation in Scheduling: A Scientometric Analysis 1
Amir H. Gandomi, Ali Emrouznejad, and Iman Rahimi

2 Role and Impacts of Ant Colony Optimization in Job Shop Scheduling Problems: A Detailed Analysis 11
P. Deepalakshmi and K. Shankar

3 Advanced Ant Colony Optimization in Healthcare Scheduling 37
Reza Behmanesh, Iman Rahimi, Mostafa Zandieh, and Amir H. Gandomi

4 Task Scheduling in Heterogeneous Computing Systems Using Swarm Intelligence 73
S. Sarathambekai and K. Umamaheswari

5 Computationally Efficient Scheduling Schemes for Multiple Antenna Systems Using Evolutionary Algorithms and Swarm Optimization 105
Prabina Pattanayak and Preetam Kumar

6 An Efficient Modified Red Deer Algorithm to Solve a Truck Scheduling Problem Considering Time Windows and Deadline for Trucks' Departure 137
Amir Mohammad Fathollahi-Fard, Abbas Ahmadi, and Mohsen S. Sajadieh

7 Application of Sub-Population Scheduling Algorithm in Multi-Population Evolutionary Dynamic Optimization 169
Javidan Kazemi Kordestani and Mohammad Reza Meybodi

8 Task Scheduling in Cloud Environments: A Survey of Population-Based Evolutionary Algorithms 213
Fahimeh Ramezani, Mohsen Naderpour, Javid Taheri, Jack Romanous, and Albert Y. Zomaya

9 Scheduling of Robotic Disassembly in Remanufacturing Using Bees Algorithms 257
Jiayi Liu, Wenjun Xu, Zude Zhou, and Duc Truong Pham

10 A Modified Fireworks Algorithm to Solve the Heat and Power Generation Scheduling Problem in Power System Studies 299
Mohammad Sadegh Javadi, Ali Esmaeel Nezhad, Seyed-Ehsan Razavi, Abdollah Ahmadi, and Joao P.S. Catalao

Index 327

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• Engenharia mecânica e dos materiais

<p>evolutionary computation; evolutionary scheduling; decision science; decision analytics; evolutionary algorithms; computational; numerical methods; numerical analysis; mathematics; statistics; analytics; computer engineering; EC; MOEC; optimization</p>