Applying the genetic approach to simulated annealing in solving some NP-hard problems
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Summary
The authors' approach can be viewed as a simulated annealing algorithm with population-based state transition and with genetic-operator-based quasi-equilibrium control and as a genetic algorithm with the Boltzmann-type selection operator.
- Type
- article
- Published
- 1993-11-01
- Cited by
- 298
- References
- 16
- OpenAlex
- https://openalex.org/W2142246791
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:34907089
Keywords
Simulated annealing, Knapsack problem, Travelling salesman problem, Mathematical optimization, Population
References
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- Optimization by Simulated Annealing
- An Effective Heuristic Algorithm for the Traveling-Salesman Problem
- Computational Experience with Variants of the Balas Algorithm Applied to the Selection of R&D Projects
- Task assignment problems in distributed computing systems by simulated annealing
- An Approach to Linear Programming with 0--1 Variables
- The NP-Completeness Column: An Ongoing Guide
- Genetic Algorithms and Simulated Annealing
- Simulated Annealing: Theory and Applications
- Simulated annealing and Boltzmann machines - a stochastic approach to combinatorial optimization and neural computing
- SCHEDULE OPTIMIZATION WITH PROBABILISTIC SEARCH.
- Simulated annealing and boltzmann machines: A stochastic approach to combinatorial optimization and neural computing
- Scheduling problems and traveling salesman : The genetic edge recombination operator
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- Contribution aux méthodes de classification non supervisée via des approches prétopologiques et d'agrégation d'opinions. (Contribution to the data clustering methods via pretopological approaches and of opinions aggregation)
- A new wastewater bacteria classification with microscopic image analysis
- An Indexed Bibliography of Genetic Algorithms in Economics
- Optimization on Burst Allocation in D2DWRAN
- Evolutionary algorithms for solving unconstrained multilevel lot-sizing problem with series structure
- Optimal tour constructions for multiple mobile robots
- Optimal System Design of In-Situ Bioremediation Using Parallel Recombinative Simulated Annealing
- An approach to display layout of dynamic windows
- Novel geometry gradient coils for MRI designed by genetic algorithm
- Combined traffic signal control and traffic assignment: algorithms, implementation and numerical results
- New strategy based on combined use of Particle Swarm Optimization and Gradient methods to solve the unit commitment problem
- Le traitement des variables régionalisées en écologie : apports de la géomatique et de la géostatistique
- Hybrid and constructive metaheuristics: methods and applications
- A self-compensation algorithm for drift of platform inertial navigation system
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- GENETIC SIMULATED ANNEALING AND APPLICATION TO NON-SLICING FLOORPLAN DESIGN
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