New Optimization Algorithms and their Applications

New Optimization Algorithms and Applications: Atom-Based, Ecosystem-Based and Economics-Based presents the development of three new optimization algorithms - an Atom Search Optimization (ASO) algorithm, an Artificial Ecosystem-Based Optimization algorithm (AEO), a Supply Demand Based Optimization (SDO), and their applications within engineering. These algorithms are based on benchmark functions and typical engineering cases. The book describes the algorithms in detail and demonstrates how to use them in engineering. The title verifies the performance of the algorithms presented, simulation results are given, and MATLAB® codes are provided for the methods described. Over seven chapters, the book introduces ASO, AEO and SDO, and presents benchmark functions, engineering problems, and coding. This volume offers technicians and researchers engaged in computer and intelligent algorithm work and engineering with one source of information on novel optimization algorithms.

Dr. Zhenxing Zhang is a Hydrologist, at the University of Illinois at Urbana-Champaign, USA. His research focuses on surface water supply, water availability, hydrologic modelling, and stochastic hydrology.

1. Introduction 2. Atom Search Optimization Algorithm 3. Engineering Applications of Atom Search Optimization Algorithm 4. Artificial Ecosystem-based Optimization Algorithm 5. Engineering Applications of Artificial Ecosystem-Based Optimization Algorithm 6. Supply-Demand-based Optimization 7. Engineering Applications of Supply-Demand-based Optimization Appendix A. Benchmark Functions B. Engineering Design Problems C. Codes in MATLAB