Simulated Annealing: Fundamentals and Applications

· Artificial Intelligence Buku 81 · One Billion Knowledgeable
eBook
109
Halaman
Memenuhi syarat
Rating dan ulasan tidak diverifikasi  Pelajari Lebih Lanjut

Tentang eBook ini

What Is Simulated Annealing

The method of simulated annealing, often known as SA, is a probabilistic approach that can approximate the value of a function's global optimal value. To be more specific, it is a metaheuristic that allows for an approximation of global optimization in a vast search space when dealing with an optimization problem. The global optimal solution can be found using SA for large numbers of local optimal solutions. It is utilized quite frequently in situations in which the search space is discrete. Simulated annealing may be superior to exact algorithms like gradient descent and branch and bound for solving problems where obtaining an approximate global optimum is more important than finding a precise local optimum in a set amount of time. This is the case when finding an approximate global optimum is more important.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Simulated annealing


Chapter 2: Adaptive simulated annealing


Chapter 3: Automatic label placement


Chapter 4: Combinatorial optimization


Chapter 5: Dual-phase evolution


Chapter 6: Graph cuts in computer vision


Chapter 7: Molecular dynamics


Chapter 8: Multidisciplinary design optimization


Chapter 9: Particle swarm optimization


Chapter 10: Quantum annealing


(II) Answering the public top questions about simulated annealing.


(III) Real world examples for the usage of simulated annealing in many fields.


(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of simulated annealing' technologies.


Who This Book Is For


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of simulated annealing.

Beri rating eBook ini

Sampaikan pendapat Anda.

Informasi bacaan

Smartphone dan tablet
Instal aplikasi Google Play Buku untuk Android dan iPad/iPhone. Aplikasi akan disinkronkan secara otomatis dengan akun Anda dan dapat diakses secara online maupun offline di mana saja.
Laptop dan komputer
Anda dapat mendengarkan buku audio yang dibeli di Google Play menggunakan browser web komputer.
eReader dan perangkat lainnya
Untuk membaca di perangkat e-ink seperti Kobo eReaders, Anda perlu mendownload file dan mentransfernya ke perangkat Anda. Ikuti petunjuk Pusat bantuan yang mendetail untuk mentransfer file ke eReaders yang didukung.