Simulation and Optimization

Simulation-based optimization integrates optimization techniques into simulation analysis. Because of the complexity of the simulation, the objective function may become difficult and expensive to evaluate. Once a system is mathematically modeled, computer-based simulations provide information about its behavior. Parametric simulation methods can be used to improve the performance of a system. In this method, the input of each variable is varied with other parameters remaining constant and the effect on the design objective is observed. This is a time-consuming method and improves the performance partially. To obtain the optimal solution with minimum computation and time, the problem is solved iteratively where in each iteration the solution moves closer to the optimum solution. Such methods are known as ‘numerical optimization’ or ‘simulation-based optimization’.


In the present book, fifteen typical literatures about simulation and optimization published on international authoritative journals were selected to introduce the worldwide newest progress, which contains reviews or original researches on Computational Fluid Simulation, Flow Optimization, Derivative-free optimization methods, Dynamic programming, Streamline Simulation, Simulation-Driven Optimization, etc. We hope this book can demonstrate advances in simulation and optimization as well as give references to the researchers, students and other related people.

Components of the Book:
  • Chapter1
    Simulation optimization: a review of algorithms and applications
  • Chapter2
    5-Lumps kinetic modeling, simulation and optimization for hydrotreating of atmospheric crude oil residue
  • Chapter3
    Efficient solution of many instances of a simulation-based optimization problem utilizing a partition of the decision space
  • Chapter4
    Hybrid simulation and optimization approach for green intermodal transportation problem with travel time uncertainty
  • Chapter5
    An object localization optimization technique in medical images using plant growth simulation algorithm
  • Chapter6
    Optimal design of supply chain network under uncertainty environment using hybrid analytical and simulation modeling approach
  • Chapter7
    Environment-Adaptable Fast Multi-Resolution (EAF-MR) optimization in large-scale RF-FPGA systems
  • Chapter8
    Framework for the optimization of operation and design of systems with different alternative water sources
  • Chapter9
    Architecture optimization: speed or accuracy? both!
  • Chapter10
    Penalty-Free Multi-Objective Evolutionary Approach to Optimization of Anytown Water Distribution Network
  • Chapter11
    Modeling and optimization of 1 × 32 Y-branch splitter for optical transmission systems
  • Chapter12
    Structural topology optimization of multibody systems
  • Chapter13
    Enterprise-wide optimization in a petrochemical plant: a MILP approach to energy efficiency improvement
  • Chapter14
    Multi-objective optimization and visualization for analog design automation
  • Chapter15
    Social group optimization (SGO): a new population evolutionary optimization technique
Readership: Students, academics, teachers and other people attending or interested in simulation and optimization.
Satyajith Amaran, Carnegie Mellon University, Pittsburgh, USA

Saba A Gheni, Chemical Engineering Department, University of Missouri, Columbia, USA

Zuzana Nedělková, Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden

Minhee Jun, Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA

Lisa J Blinco, School of Civil, Environmental and Mining Engineering, The University of Adelaide, Adelaide, Australia

Abhaya Chandra Kammara, Institute of Integrated Sensory Systems (ISE), TU Kaiserslautern, Kaiserslautern, Germany

and more...
This Book

322pp. Published April 2018

Scientific Research Publishing, Inc.,USA.

Category:Chemistry & Materials Science

ISBN: 978-1-61896-550-9

(Hardcover) USD 109.00

ISBN: 978-1-61896-549-3

(Paperback) USD 89.00

Authors/Editors Price: 40% off
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