A DISCRETE PARTICLE SWARM ANT COLONY OPTIMIZATION FOR DESIGN OF STEEL FRAMES

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KAVEH A.; TALATAHARI S.

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Journal Paper

Paper Information

Journal: ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING) Year:2008 | Volume:9 | Issue:6 Page(s): 563-575

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Information Journal Paper

Title

A DISCRETE PARTICLE SWARM ANT COLONY OPTIMIZATION FOR DESIGN OF STEEL FRAMES

Author(s)

KAVEH A. | TALATAHARI S. | Issue Writer Certificate

Keywords

ANT COLONY

DISCRETE OPTIMUM

FRAME DESIGN

OPTIMIZATION

PARTICLE SWARM

Abstract

A discrete version of PARTICLE SWARM ANT COLONY OPTIMIZATION (DPSACO) for design of frame structures is presented. DPSACO, similar to continous PSACO, is based on a PARTICLE SWARM optimizer, worked as a global search, and ANT COLONY OPTIMIZATION employed as a local search. In the DPSACO, the nearest permitted discrete value is replaced with any value selected by agents (Particles or ants). Therefore, the positions of all agents always contain the permitted discrete values. In order to improve the exploration of the proposed method, a new formula for particles' velocity is defined. Two design examples are tested using the new method and their results are compared with the results of other PSO-based algorithms to demonstrate the effectiveness of the presented method.

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APA: Copy

KAVEH, A., & TALATAHARI, S.. (2008). A DISCRETE PARTICLE SWARM ANT COLONY OPTIMIZATION FOR DESIGN OF STEEL FRAMES. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), 9(6), 563-575. SID. https://sid.ir/paper/298801/en

Vancouver: Copy

KAVEH A., TALATAHARI S.. A DISCRETE PARTICLE SWARM ANT COLONY OPTIMIZATION FOR DESIGN OF STEEL FRAMES. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING)[Internet]. 2008;9(6):563-575. Available from: https://sid.ir/paper/298801/en

IEEE: Copy

A. KAVEH, and S. TALATAHARI, “A DISCRETE PARTICLE SWARM ANT COLONY OPTIMIZATION FOR DESIGN OF STEEL FRAMES,” ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), vol. 9, no. 6, pp. 563–575, 2008, [Online]. Available: https://sid.ir/paper/298801/en

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