The philosophy of this book is to provide a detailed enough explanation and analysis of optimization methods so that readers can implement a basic working version. Practical tips are included throughout the book
References Download references Author information Authors and Affiliations Department of Automatic Control and Systems Engineering, University of Sheffield, Mappin Street, Sheffield, S1 3JD, UK Peter J. Fleming PA Consulting Group, 123 Buckingham Palace Road, London, SW1W 9SR, UK ...
The basic idea of the Feasibility Pump is to deal with the two sources of difficulties of MINLP separately, namely the nonlinearity of the constraints and the integrality requirement for (a subset of) the variables. The Feasibility Pump bounces between two sub-problems: the Nonlinear Problem (NLP...
The statement will appear in the published work and should be placed in a new section before the references list. An example: Title of new section: Declaration of generative AI and AI-assisted technologies in the writing process. Statement: During the preparation of this work the author(s) ...
Section 6 describes the GUI, provides a short tutorial on how to create, setup and run a simple optimization workflow, and also demonstrates the interactive decision-making capabilities of Liger on a control engineering optimization problem. The paper concludes with a summary in Section 7. 2. ...
engineering design optimization problems. They introduced a feedback mechanism based on the current global optimum in the random walk foraging strategy, segment-wise random inertia weight in other strategies, and improved boundary handling. The improved algorithm was applied to 12 complex benchmark test...
Numerical optimization has been ubiquitous in antenna design for over a decade or so. It is indispensable in handling of multiple geometry/material parameters, performance goals, and constraints. It is also challenging as it incurs significant CPU expens
References [1] Abedini, M., Ghasemian, B., Shirzadi, A., Bui, D.T., 2019. A comparative study of support vector machine and logistic model tree classifiers for shallow landslide susceptibility modeling. Environ. Earth Sci. 78 (18), 560. [2] Abuzied, S.M., Alrefaee, H.A., 201...
Download references Author information Authors and Affiliations Department of Mathematics, College of Charleston, 175 Calhoun Street-RSS 339, Charleston, SC, 29401, USA Kathryn E. Pedings & Amy N. Langville Graduate School of Systems and Information Engineering, University of Tsukuba, Tsukuba, Ibaraki...
Comparing, or benchmarking, of optimization algorithms is a complicated task that involves many subtle considerations to yield a fair and unbiased evaluation. In this paper, we systematically review the benchmarking process of optimization algorithms, and discuss the challenges of fair comparison. We ...