Reactive Search and Intelligent Optimization Dynamical Properties and Diffusion Controlled Reactions
| Author/creator | Dederichs, P. H. Author |
| Other author | Zeller, R. Author |
| Other author | Schroeder, K. Author |
| Format | Electronic |
| Publication Info | New York : Springer |
| Description | 192 p. ill |
| Supplemental Content | Full text available from Springer Books |
| Supplemental Content | Full text available from Springer Nature - Springer Mathematics and Statistics eBooks 2009 English International |
| Subjects |
| Series | Tracts in Modern Physics Ser. Vol. 87 |
| Summary | Annotation Reactive Search and Intelligent Optimization is an excellent introduction to the main principles of reactive search, as well as an attempt to develop some fresh intuition for the approaches. The book looks at different optimization possibilities with an emphasis on opportunities for learning and self-tuning strategies. While focusing more on methods than on problems, problems are introduced wherever they help make the discussion more concrete, or when a specific problem has been widely studied by reactive search and intelligent optimization heuristics.Individual chapters cover reacting on the neighborhood; reacting on the annealing schedule; reactive prohibitions; model-based search; reacting on the objective function; relationships between reactive search and reinforcement learning; and much more. Each chapter is structured to show basic issues and algorithms; the parameters critical for the success of the different methods discussed; and opportunities for the automated tuning of these parameters. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9780387096230 |
| ISBN | 038709623X (Trade Cloth) Active Record |
| Standard identifier# | 9780387096230 |
| Stock number | 00024965 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |