Computational Intelligence and Mathematics for Tackling Complex Problems 2
نویسندگان
چکیده
This book collects the final versions of highest quality papers presented at 11th European Symposium on Computational Intelligence and Mathematics
منابع مشابه
On Contemporary Denotational Mathematics for Computational Intelligence
Denotational mathematics is a category of expressive mathematical structures that deals with high-level mathematical entities beyond numbers and sets, such as abstract objects, complex relations, behavioral information, concepts, knowledge, processes, intelligence, and systems. New forms of mathematics are sought, collectively known as denotational mathematics, in order to deal with complex mat...
متن کاملMethods and Problems of Computational Mathematics
Computational mathematics being part of mathematics has currently at its disposal powerful techniques for solving problems of science and engineering. The range of computational methods is so wide that it is practically impossible to cover them to a full extent in one report. A series of interesting investigations by Bellman, Greyfus et al. devoted to dynamic programming and some related proble...
متن کاملA Bayesian Approach to Tackling Hard Computational Problems
We describe research and results centering on the construction and use of Bayesian models that can predict the run time of problem solvers. Our efforts are motivated by observations of high variance in the time required to solve instances for several challenging problems. The methods have application to the decision-theoretic control of hard search and reasoning algorithms. We illustrate the ap...
متن کاملA computational intelligence algorithm for expensive engineering optimization problems
The modern engineering design optimization process often replaces laboratory experiments with computer simulations, which leads to expensive black-box optimization problems. Such problems often contain candidate solutions which cause the simulation to fail, and therefore they will have no objective value assigned to them, a scenario which degrades the search effectiveness. To address this, this...
متن کاملA computational intelligence algorithm for simulation-driven optimization problems
The modern engineering design process often relies on computer simulations to evaluate candidate designs. This simulation-driven approach results in what is commonly termed a computationally expensive black-box optimization problem. In practise, there will often exist candidate designs which cause the simulation to fail. Such simulation failures can consume a large portion of the allotted compu...
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ژورنال
عنوان ژورنال: Studies in computational intelligence
سال: 2022
ISSN: ['1860-949X', '1860-9503']
DOI: https://doi.org/10.1007/978-3-030-88817-6