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Titlebook: Bioinspired Computation in Combinatorial Optimization; Algorithms and Their Frank Neumann,Carsten Witt Textbook 2010 Springer-Verlag Berlin

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發(fā)表于 2025-3-21 18:45:58 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Bioinspired Computation in Combinatorial Optimization
期刊簡稱Algorithms and Their
影響因子2023Frank Neumann,Carsten Witt
視頻videohttp://file.papertrans.cn/188/187253/187253.mp4
發(fā)行地址Authors have given tutorials on this topic at major international conferences.Text has been class-tested by the authors and their collaborators.Comprehensive introduction for researchers.Includes supp
學(xué)科分類Natural Computing Series
圖書封面Titlebook: Bioinspired Computation in Combinatorial Optimization; Algorithms and Their Frank Neumann,Carsten Witt Textbook 2010 Springer-Verlag Berlin
影響因子.Bioinspired computation methods such as evolutionary algorithms and ant colony optimization are being applied successfully to complex engineering problems and to problems from combinatorial optimization, and with this comes the requirement to more fully understand the computational complexity of these search heuristics. This is the first textbook covering the most important results achieved in this area. .The authors study the computational complexity of bioinspired computation and show how runtime behavior can be analyzed in a rigorous way using some of the best-known combinatorial optimization problems -- minimum spanning trees, shortest paths, maximum matching, covering and scheduling problems. A feature of the book is the separate treatment of single- and multiobjective problems, the latter a domain where the development of the underlying theory seems to be lagging practical successes..This book will be very valuable for teaching courses on bioinspired computation and combinatorial optimization. Researchers will also benefit as the presentation of the theory covers the most important developments in the field over the last 10 years. Finally, with a focus on well-studied combin
Pindex Textbook 2010
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發(fā)表于 2025-3-21 21:52:31 | 只看該作者
Combinatorial Optimization and Computational Complexityetwork of Europe or scheduling exams for given courses at a university. In this chapter, we give a basic introduction to the field of combinatorial optimization. Later on, we discuss how to measure the computational complexity of algorithms applied to these problems and point out some general limita
板凳
發(fā)表于 2025-3-22 03:49:51 | 只看該作者
Stochastic Search Algorithmsdom decisions, we treat them as randomized algorithms to study their behavior in a rigorous manner. The term . stresses this point of view and will be used in the following to point out that bio-inspired computation methods can be treated as algorithms which are based on random decisions. Mainly we
地板
發(fā)表于 2025-3-22 06:16:23 | 只看該作者
Analyzing Stochastic Search Algorithmsbook. We start by describing algorithms for single-objective optimization problems in Section?4.1. There, we consider different variants of RLS and variants of a well-known evolutionary algorithm called (1+1)?EA. Afterwards, we introduce some basic methods methods for analyzing stochastic search alg
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發(fā)表于 2025-3-22 11:30:09 | 只看該作者
Minimum Spanning Treesa minimum spanning tree in a given undirected connected graph with . vertices and . edges. The problem has many applications in the area of network design. Assume that we have . computers that should be connected with minimum cost, where costs of a certain amount occur when one computer is connected
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發(fā)表于 2025-3-22 12:58:56 | 只看該作者
Maximum Matchings of the edge set such that no two edges in .′ share a common endpoint. The maximum matching problem asks for a matching of maximum cardinality. Such problems arise, e.g., in team planning when edges of a graph denote possible collaborations of workers and the aim is to find a biggest partition of th
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發(fā)表于 2025-3-22 17:11:31 | 只看該作者
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發(fā)表于 2025-3-23 00:35:13 | 只看該作者
Shortest Paths.,.) where .={..,…,..} is a set of . vertices and . is a set of . edges. In addition, there is a weight function .:.→? which assigns positive integer weights to the edges. We denote by ..=max?..(.) the maximum of the weights of all edges and distinguish between two problems. In the single-source sho
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發(fā)表于 2025-3-23 04:21:00 | 只看該作者
Eulerian Cycleshtforward, and it has a large impact on the success of stochastic search algorithms. The Eulerian cycle problems is the simplest problem belonging to the wide class of arc routing problems, and we consider this problem as an example of how the choice of the representation influences the runtime of s
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發(fā)表于 2025-3-23 07:43:33 | 只看該作者
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