Swarm, Evolutionary, and Memetic Computing

1. A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy

   • Souvik Kundu, Subhodip Biswas, Swagatam Das, Digbalay Bose

   Pages 160-168

2. Efficient Dynamic Routing on Large Road Networks

   • Mohanasuram Geetha, G. M. Kadhar Nawaz Gulammohien, S. Saravanan

   Pages 169-180

3. Performance of Informative Differential Evolution Algorithm with Self Adaptive Re-clustering Technique on the Problems of Electromagnetism –The Linear Array Antenna Synthesis

   • Dipankar Maity, Udit Halder, Sheli Sinha Chaudhuri

   Pages 181-188

4. Differential Evolution with a Relational Neighbourhood-Based Strategy for Numerical Optimization

   • Souvik Kundu, Digbalay Bose, Subhodip Biswas

   Pages 189-197

5. A Simulated Annealing Heuristic for Minimizing Makespan in Parallel Machine Scheduling

   • Dipak Laha

   Pages 198-205

6. Rule Extraction from DEWNN to Solve Classification and Regression Problems

   • Nekuri Naveen, Vadlamani Ravi, Chillarige Raghavendra Rao

   Pages 206-214

7. A New Improved Self Adaptive Particle Swarm Optimization Technique for Economic Load Dispatch

   • Kamal Krishna Mandal, Bidishna Bhattacharya, Bhimsen Tudu, Niladri Chakraborty

   Pages 215-223

8. Memetic Algorithm Based Task Scheduling Using Probabilistic Local Search

   • S. Padmavathi, S. MohitGolchha, A. SeeniMohamed

   Pages 224-231

9. Neighborhood Search Based Artificial Bee Colony Algorithm for Numerical Function Optimization

   • Anguluri Rajasekhar, Swagatam Das, Bijaya Ketan Panigrahi, Manas Kumar Mallick

   Pages 232-239

10. Path Generation and Obstacle Avoidance of an Autonomous Mobile Robot Using Intelligent Hybrid Controller

    • Prases Kumar Mohanty, Dayal R. Parhi

    Pages 240-247

11. An Adaptive Memetic Algorithm for Multi-robot Path-Planning

    • Pratyusha Rakshit, Dhrubojyoti Banerjee, Amit Konar, Ramadoss Janarthanan

    Pages 248-258

12. Power Loss Minimization by the Placement of DG in Distribution System Using GA

    • Dasarathan Sattianadan, M. Sudhakaran, Subhransu Sekhar Dash, K. Vijayakumar

    Pages 259-266

13. Multipopulation Based Differential Evolution with Self Exploitation Strategy

    • Rupam Kundu, Rohan Mukherjee, Shantanab Debchoudhury

    Pages 267-275

14. Clustered Parent Centric Normal Cross-Over for Multimodal Optimization

    • Rohan Mukherjee, Rupam Kundu, Swagatam Das

    Pages 276-284

15. Stock Indices Prediction Using Radial Basis Function Neural Network

    • Minakhi Rout, Babita Majhi, Usha Manasi Mohapatra, Rosalin Mahapatra

    Pages 285-293

16. Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach

    • Asit Kumar Das, Soumen Kumar Pati

    Pages 294-302

17. Support Vector Machine for Large Databases as Classifier

    • Rahul Kumar Sevakula, Nishchal K. Verma

    Pages 303-313

18. Solution to Economic Load Dispatch Problem Based on BFO,CBFO-S and CBFO-H Algorithms and Its Advantages over the PSO

    • Ananthanaryanan Rathinam, Ripunjoy Phukan

    Pages 314-322

19. Rough Set Based Fuzzy K-Modes for Categorical Data

    • Indrajit Saha, Jnanendra Prasad Sarkar, Ujjwal Maulik

    Pages 323-330

20. Teaching Learning Opposition Based Optimization for the Location of Median Line in 3-D Space

    • Anguluri Rajasekhar, Swagatam Das

    Pages 331-338

This book constitutes the refereed proceedings of the Third International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2012, held in Bhubaneswar, India, in December 2012. The 96 revised full papers presented were carefully reviewed and selected from 310 initial submissions. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering.

• decision tree
• evolutionary algorithms
• meta-learning
• neural network
• simulated annealing
• algorithm analysis and problem complexity

• Department of Electrical Engineering, Indian Institute of Technology, Delhi, India

  Bijaya Ketan Panigrahi

• Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India

  Swagatam Das

• School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

  Ponnuthurai Nagaratnam Suganthan

• Department of Electronics and Telecom. Engineering, Institute of Technical Education & Research, Siksha ’O’ Anusandhan University, Bhubaneswar, India

  Pradipta Kumar Nanda

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