By A. Kaveh

ISBN-10: 3319461729

ISBN-13: 9783319461724

ISBN-10: 3319461737

ISBN-13: 9783319461731

This e-book provides effective metaheuristic algorithms for optimum layout of constructions. a lot of those algorithms are built via the writer and his colleagues, including Democratic Particle Swarm Optimization, Charged method seek, Magnetic Charged approach seek, box of Forces Optimization, Dolphin Echolocation Optimization, Colliding our bodies Optimization, Ray Optimization. those are provided including algorithms that have been constructed by means of different authors and feature been effectively utilized to varied optimization difficulties. those encompass Particle Swarm Optimization, mammoth Bang-Big Crunch set of rules, Cuckoo seek Optimization, Imperialist aggressive set of rules, and Chaos Embedded Metaheuristic Algorithms. eventually a multi-objective optimization procedure is gifted to unravel large-scale structural difficulties in response to the Charged method seek algorithm.

The techniques and algorithms offered during this ebook aren't merely acceptable to optimization of skeletal constructions and finite aspect versions, yet can both be applied for optimum layout of different structures resembling hydraulic and electric networks.

In the second one variation seven new chapters are extra along with the recent advancements within the box of optimization. those chapters include the improved Colliding our bodies Optimization, international Sensitivity research, Tug of battle Optimization, Water Evaporation Optimization, Vibrating Particle procedure Optimization and Cyclical Parthenogenesis Optimization algorithms. A bankruptcy can be dedicated to optimum layout of huge scale structures.

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Extra resources for Advances in Metaheuristic Algorithms for Optimal Design of Structures

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In order to keep vi,j in interval [0,1], a sigmoid transformation function was used. More recently, Chen et al. [59] have proposed a set-based PSO for discrete optimization problems. They have replaced the candidate solutions and velocity vectors by crisp sets and sets with possibilities, respectively. The arithmetic operators in position updating rules are replaced by the operators and procedures defined on such sets. 1 Democratic PSO for Structural Optimization Description of the Democratic PSO As discussed earlier, different updating strategies have been proposed for PSO resulting in many different variants.

Shi Y, Eberhart R (1998) A modified particle swarm optimizer. In: Proceedings of IEEE World Congress on computational intelligence. E. international conference on evolutionary computation, pp 69–73 3. Reeves WT (1983) Particle systems—a technique for modeling a class of fuzzy objects. ACM Trans Graph 2(2):91–108 4. Renolds CW (1987) Flocks, herds, and schools: a distributed behavioral model. Comput Graph 21(4):25–34 (Proc SIGGRAPH’87) 5. Millonas MM (1993) Swarms, phase transitions, and collective intelligence.

10 shows the natural frequencies of the final structures found by various methods for the 52-bar dome-like space truss. 10 shows the optimized layout of the spatial 52-bar truss as found by DPSO. The convergence curve of the best run of the democratic PSO for the 52-bar dome-like truss is shown Fig. 11. The convergence curve for the standard PSO is not available in reference [60]. 4 A 120-Bar Dome Truss The 120-bar dome truss shown in Fig. 12 is considered as the last example. This problem has been previously studied as a benchmark optimization problem with static constraints.

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Advances in Metaheuristic Algorithms for Optimal Design of Structures by A. Kaveh


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