Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes – Ebook PDF Instant Delivery – ISBN(s): 9780128173923,0128173920

Product details:

• ISBN-10 ‏ : ‎ 0128173920
• ISBN-13 ‏ : ‎ 978-0128173923
• Author: Ch. Venkateswarlu M.Tech, Satya Eswari Jujjavarapu

Stochastic global optimization methods and applications to chemical, biochemical, pharmaceutical and environmental processes presents various algorithms that include the genetic algorithm, simulated annealing, differential evolution, ant colony optimization, tabu search, particle swarm optimization, artificial bee colony optimization, and cuckoo search algorithm. The design and analysis of these algorithms is studied by applying them to solve various base case and complex optimization problems concerning chemical, biochemical, pharmaceutical, and environmental engineering processes.

Table contents:

1. Basic Concepts

2. Classical Analytical Methods of Optimization

3. Numerical Search Methods for Unconstrained Optimization Problems

4. Stochastic and Evolutionary Optimization Algorithms

5. Application of Stochastic and Evolutionary Optimization Algorithms to Base Case Problems

6. Applications to Chemical Processes

7. Applications to Biochemical Processes

8. Applications to Pharmaceutical Processes

9. Applications to Environmental Processes

10. Conclusions

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