"The state government is always ready for talks with farmers. I appeal to the farmers to maintain calm. Only talks can end the differences," he said in a press statement here.
"The state government is of farmers and public. I will continue to work for them," he said.
The chief minister said the state government has taken a slew of measures in farmers' interest like procuring one kg of onion for Rs 8.
Chouhan said some "anti-social elements" wanted to push the state into deep trouble.
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"Such people will be dealt strictly," the CM said in the statement.
He appealed to the agitating farmers to ensure the nefarious designs of the anti-social elements do not prevail.
"I appeal to the farmers to join hands to work for the state's development," Chouhan said.
Widespread violence, including several incidents of arson, have been reported from western Madhya Pradesh, especially in Mandsaur and Dewas districts, during the week- long farmers' agitation in the state.
According to police, two companies of RAF, comprising around 100 men each, have moved into Pipliamandi in Mandsaur, where five farmers were killed.
DIG Ratlam Range Avinash Sharma is camping in Pipliamandi, where the agitating farmers defied prohibitory orders, beat up officials and policemen, and resorted to violence and arson yesterday.
The state government, in a bid to cool tempers, has already announced certain measures, including a loan settlement scheme for those cultivators who had defaulted on repayment of farm loan.